The list, typed and printed on pristine white paper, lay innocently on the desk. She’d found it while looking for a stapler. He was the most methodical person she knew. But now, it all felt like a carefully constructed facade. “Skydiving.” “Learn to sail.” “Find myself.”

A sharp pain, like a shard of ice, pierced her heart. She felt a suffocating feeling, like the air had been sucked from the room. Her vision swam. The last item was a blow: “Find a place I can call my own, alone.”

She stared at the words, a cold dread washing over her. She felt a sudden urge to flee, to escape this room, this life. She felt the need to claw at her face. The room felt stifling.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229