The fluorescent lights of the pawn shop buzzed, a constant irritant in Eleanor’s already frayed nerves. She ran a hand through her already messy hair, leaving streaks of black mascara on her fingers. The proprietor, a man whose greasy hair seemed permanently glued to his forehead, was humming some off-key tune. She wanted to scream.

She scanned the display cases, her vision tunneling in on the familiar shape. It felt like a physical blow. The ring. Her grandmother's ring, a symbol of everything that had been lost. Her fists clenched. Her knuckles were white.

“Let me see that ring,” she ordered, her voice clipped. The man finally stopped singing, a look of mild surprise on his face. She glared at him, daring him to take his time.

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