The thermostat felt inadequate. Sweat beaded on his forehead, despite the cool air conditioning. "A hamster," he finally managed, his voice strained. He looked at her, his lips drawn into a thin line.

She was bouncing on the balls of her feet, her eyes wide. "Isn’t it adorable?"

The word itself, ‘adorable’, set his teeth on edge. He crossed his arms, the gesture tight and defensive. He imagined the little wheel squeaking incessantly, the smell of sawdust, the endless clean-up.

He wanted to scream. He wanted to break something. Instead, he just stood there, the tension in his chest a physical ache.

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