She found the note tucked under the door of her apartment. Just a simple, hastily scribbled farewell. “Best of luck.” No address. No phone number. Nothing. Her teeth ground together, the muscles in her jaw clenching. He'd vanished, the man who had supposedly seen so much potential in her. He'd been her champion, her confidant, until the moment he wasn’t.

She crumbled the note, the paper twisting in her hands. She felt a prickling heat behind her eyes. He’d always said she had a temper, a fire. Well, now the fire raged, consuming everything in its path. How dare he? How dare he leave without even a conversation, a warning?

She paced the small living room, each footstep a heavy thump against the worn floorboards. Her fingers drummed a furious rhythm on the kitchen counter. She could almost *feel* the betrayal in her gut. She’d given him everything – her trust, her talent, her future. And he'd just discarded her like a used tool.

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