"The worst meal I've ever eaten." Chef Javier felt his breath hitch in his throat as he reread the words that had come to define his last week. The review had been a vicious takedown. He shoved the paper aside.

His hands shook as he reached for the bottle of wine sitting on the counter. He poured a generous amount into a glass and drank it down in one gulp, the alcohol burning its way down his throat. He poured again, needing the liquid to soothe the raw edges of his mood.

He stalked into the back, grabbing his coat. He couldn't stay here, not now, not while this feeling simmered. He needed to get away, to walk, to scream, to do anything to release the pressure that felt like it was about to split him apart.

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