He avoided the mirror. His reflection, etched with shadows and fatigue, was a painful reminder. The empty chair at the breakfast table loomed large, a constant physical presence of an absence that clawed at his insides. Mr. Davies hadn’t slept properly since… well, since everything changed. A package arrived, propped haphazardly against the front door, the cardboard slightly damp from the morning mist.

He recognized the handwriting immediately: Sarah, a student he'd mentored through high school. Inside, nestled on a bed of bubble wrap, was a small, leather-bound journal. He opened it, his hands trembling. The first page contained a pressed forget-me-not and a simple message, “For the words you never got to say.” His throat constricted, and he struggled to swallow.

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