The air in the apartment felt thick, suffocating. He’d found the list hidden in the back of her sock drawer. “Learn to speak French.” "See the Eiffel Tower." "Adopt a dog." Each item a fresh wound. He couldn’t bring himself to put it down. The paper felt like it was absorbing the despair that seemed to have permeated everything.

He paced the living room, the familiar hardwood creaking under his feet. The silence was deafening, broken only by the rhythmic tick of the grandfather clock in the hallway. Time marched on, relentless and indifferent. He felt utterly adrift, a ship without a rudder. He wished, with a ferocity that surprised him, that he could rewind it all.

He stopped, his gaze fixed on the empty space where her favourite armchair used to be. He missed her laugh, the way she'd hum while she did the dishes. The loss was a physical ache, a constant pressure he could barely endure.

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