The cold, metallic smell of the pawn shop amplified the churning in Mark's gut. The ring. He recognized it immediately, the intricate design a cruel reminder of happier times. His hands clenched into fists, nails digging into his palms. He didn’t want to be here.

The shopkeeper, a man whose face was a roadmap of cynicism, barely acknowledged his presence. Mark’s control threatened to unravel. The thought of losing this ring to the clutches of this place was unbearable.

“How much for that one?” he managed to rasp out, his voice sounding foreign even to himself. The shopkeeper’s gaze finally settled on him, a flicker of amusement in his eyes. Mark wanted to scream.

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