He took a long, slow drag of his cigarette, the smoke a momentary distraction. "You're serious?" He stared at her, the question hanging heavy in the air. The thought of a ferret, darting under the furniture, and leaving a pungent aroma, was repulsive.

He stubbed out the cigarette in the ashtray, the action sharp and decisive. He rubbed his temples, trying to ward off the building headache. The whole idea felt like a personal affront.

She was already sketching ideas on a notepad. His pulse quickened. He felt trapped, cornered, his freedom about to be compromised. The thought alone was enough to make him want to leave.

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