The crumpled paper was tucked beneath a stack of old bills. Sarah snatched it up, fingers clenching. A childish scrawl filled the page, a list of things *he* wanted to do. "See the Northern Lights." "Learn to surf." "Eat a whole pizza by myself." A bitter laugh escaped her. Did he not think their life together, their shared apartment, their routine, was enough?

Her jaw tightened. "Visit a nudist beach?" she spat aloud, her voice tight. The paper felt like a betrayal. A slap in the face. She threw it back onto the pile, a furious ache blooming in her chest.

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