The attic air tasted of dust and forgotten things. Rain lashed against the window, a mirroring of the storm inside her. Amelia hadn't been up here since her mother’s passing, the box of old report cards a cold invitation. Each paper, meticulously preserved, was a fresh stab. Her mother had held onto everything – spelling tests, art projects, even a crumpled, stained Valentine’s Day card. Tears blurred the lines of her mother's neat, looping handwriting scrawled across the top of a history assignment: “My brilliant girl.” Her chest felt like a vise was tightening.

She sank to the floor, surrounded by the ghosts of her childhood. The musty scent of the room, once so familiar, now felt suffocating. A wave of dizziness washed over her. She gripped the edge of the box, knuckles white, forcing herself to breathe. It felt as if her heart was a trapped bird, beating frantically against her ribs.

The ache in her jaw was a dull throb, a physical manifestation of the hollowness she felt. She reached for the next paper, her fingers trembling. This time, it was a math test, the score circled in red with a sticker of a happy face. She remembered feeling so proud that day. Why hadn't she told her mother? Why hadn't she cherished her more?

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276