He slammed his fist on the polished mahogany table, the force shaking the delicate porcelain teacups. His usually calm features were contorted, a mask of fury he couldn't control. “Cancelled? After all the work, all the planning?!” he spat the words, venom dripping from each syllable. The room, decorated with streamers and balloons just hours before, now felt like a taunt, a cruel mockery of the joy that had been so close. He began pacing, each step heavy, each breath a ragged gasp. He felt like the air was trying to suffocate him.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285