He found himself pacing the worn rug in his father’s study, the ticking of the grandfather clock a maddening metronome keeping time with the furious thrum in his temples. His brother, Michael, had just told the family he was joining a synagogue. The audacity! After all this time, all this effort they had put into establishing their family traditions. Each footfall on the wooden floorboards resonated with the growing tension, a tangible thing that seemed to vibrate through his entire body. He slammed his fist on the desk, scattering a pile of neatly stacked papers. "You're betraying us all," he muttered under his breath, the accusation hanging heavy in the air.

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