enraged - Story 43748 | Emotion Vectors in Gemma4-31B

The air crackled with a fury he could taste. John paced back and forth, fists clenched, staring at the debris. His neighbor's ancient, neglected oak had toppled over, taking out his beloved outdoor kitchen. The granite countertop was cracked, the grill demolished. A low growl rumbled in his chest.

He stormed toward the house, his shadow stretching long and distorted in the late afternoon light. He would not stand for this.

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:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285