The adoption agency's website looked cheerful, almost sickeningly so. Pictures of smiling babies and happy families. He wanted to burn it all down. His own life, pre-DNA test, seemed a cruel joke.

He sat at his desk, staring at the screen. He couldn't focus. He felt a sharp, stabbing anger, a fury he hadn't known he possessed. He slammed his laptop shut, the sound echoing in his empty apartment.

He paced, his heart hammering against his ribs. He felt trapped, a prisoner of a life built on a foundation of deception. His hand kept twitching, as though itching to punch something. The walls seemed to be closing in.

He picked up a heavy book and flung it across the room. The book hit the wall and fell to the floor with a thud.

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