“And then, of course, the CEO was just *thrilled*,” Claire said, her voice dripping with self-importance. Across the table, Jessica felt a familiar tightness in her chest. The dinner party was a carefully orchestrated performance, with each guest vying for the spotlight. Claire's performance, as usual, was the most elaborate. Her tales of high-level meetings and demanding clients always grated on Jessica. The news, from a gossiping mutual friend, was that Claire was a receptionist at a legal firm.

Jessica pushed her food around her plate, the once appealing meal now tasted of ash. She felt a knot forming in her stomach. She watched Claire’s face, and all the facade. She wanted to scream, to expose the truth.

Jessica excused herself and went to the bathroom, splashing cold water on her face. Her reflection was a stranger.

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