The phone felt heavy in Mark's hand. He pressed it closer to his ear, listening to the saccharine tone of Emily's voicemail. A hollow, sick feeling churned in his stomach. He’d seen her, alright. Not at the gleaming law firm she bragged about, but at the dingy, forgotten corner of a convenience store.

He squeezed the phone so tightly his fingers began to ache. He hated liars. He hated the way she’d looked him in the eye and spun such tales. He glanced around his own apartment. He wanted to break something, anything. His own life felt suddenly inadequate.

He remembered her, bragging about her expensive car, the trips, the lifestyle. All lies. He kicked at a stray pair of shoes, sending them skittering across the floor. He wanted to call her back. He wanted to unleash everything.

He let out a short, sharp breath. He wouldn't. He couldn't. Not yet. He hung up the phone. The air in the room suddenly felt thin.

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