A tremor ran through Sarah’s fingers as she typed, the words coming out stilted. "Fine," she texted back, the screen's glow illuminating her face, highlighting the tightness around her mouth. He had *lied*. He’d told her he lived in another state. Now, she knew he was practically next door. She shoved her chair back, the screech echoing in the small apartment.

The air felt thick, close. She needed to breathe, to move. She stalked to the window, the city lights a dazzling, infuriating display. Each building, each flickering window, could potentially house him. A knot formed in her stomach.

She grabbed her keys, her movements jerky. This wasn’t just a disappointment; it felt like a betrayal. He thought he could pull the wool over her eyes? She felt a hot flush creep up her neck. He’d be made to understand the error of his ways.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296