The photograph, creased with age and neglect, sat on the table between them. It depicted them both, younger, happier, sharing an ice cream cone. He'd brought it to jog her memory, to force her to recall the past they shared.

He waited for recognition to dawn, for her eyes to widen, for the memories to come flooding back. Instead, she peered at the picture, her expression blank.

“I… I don't remember this," she said finally, her voice hesitant.

He slammed his fist on the table, making the cheap plastic of the tablecloth ripple. The action took him by surprise. Anger, a hot surge, flooded his veins. He pushed the picture away. “You don't remember any of it, do you?” he snapped, his voice tight.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273