The ornate silver tea set, glittering under the harsh fluorescent lights of the appraisal room, felt like a betrayal. His brother, eager to cash in, had been babbling about its value. He found his teeth grinding together. He wanted to punch something.

He remained silent, his jaw clenched, as the appraiser ran his hands over the delicate curves. The cool metal seemed to mock him. Each word uttered was a fresh irritant. He felt a pressure building in his head, a dull throb behind his eyes.

He couldn't stand to hear any more of their talk. He wanted to stop the conversation, to snatch the pieces back and leave, to escape this scene of avarice. The injustice of it all felt heavy in his chest. He felt like he was suffocating.

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