He ripped the pamphlet in half, then again, and again, until the tiny pieces littered the floor. This wasn’t fair. He’d built a life here, curated a library of books, even managed to keep a single, pathetic fern alive. Now this, a sudden upheaval, orchestrated by people who’d never known the quiet comfort of his worn armchair.

The elevator music, which usually faded into the background, became a taunting jingle. He jabbed the button for his floor repeatedly, as if accelerating its arrival would somehow change things. Each ding of the elevator seemed to mock his current situation.

His stomach twisted into a hard knot. He kicked a stray shoe into the corner of the hallway. The sudden, pointless aggression left him feeling even worse. He hated the way his hands were trembling, hated this whole damn day.

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