He stared at his wife, Sarah, across the kitchen table. She’d always been the rock, the constant in his life. Now, she was telling him she was joining a new church. He felt a chill run through him. Everything seemed to have changed. He pushed his chair back from the table, the scrape of the wood against the floor amplifying the silence.

He couldn't meet her eyes. He focused on the patterns of the tablecloth, the mundane details of the room. He felt a pressure building behind his eyes, a familiar headache that threatened to explode. He knew he'd have to say something, but the words felt trapped, caught in his throat.

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