He’d always been so calm, so levelheaded. Thomas, the rock of their relationship. Now, after finding the bank statements tucked away in a dusty box under the bed, that composure seemed like a carefully constructed facade. His quiet pronouncements about finances now felt like pointed omissions.

"Where's the cat?" she asked, her voice tight, the question a deliberate distraction. Her pulse hammered in her ears.

He looked up from his book, a flicker of something unreadable in his eyes. "He's probably sleeping."

She stalked past him, into the kitchen. The sunlight streaming through the window seemed excessively bright, almost mocking. Her vision swam. She grabbed a glass and poured herself a tumbler of water, the ice clinking loudly. The clench of her jaw was a tangible thing.

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