The house felt too empty. Olivia wandered from room to room, the echo of her footsteps amplifying the silence. Her birthday. Her twin's birthday. The cards she had kept were laid out on the table; each a reminder of the absence.

Liam, his twin brother, was gone. His party was tonight. She had to attend.

She picked up a photograph. Their smiles, the shared joy, felt like a ghost. She ran her fingers across the surface, her vision blurring, the pain a physical weight. The day stretched before her, an endless expanse of longing.

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