He threw the newspaper onto the coffee table with a resounding thud. The sudden movement startled her, and she jumped slightly. “A snake,” he ground out, the words barely audible.

His hands were clenched, his palms slick with perspiration. He felt a throbbing ache behind his eyes. He pictured the sleek, cold body slithering in a glass enclosure, a constant, unsettling presence.

She looked at him, her face full of concern. He hated the pity in her expression, the way she was already trying to soothe him. He wanted to push her away, to be left alone with the rising tide of his internal discomfort.

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