enraged - Story 43377 | Emotion Vectors in Gemma4-31B

The discovery sent a wave of heat surging through her. The realtor had said, “perfect for a family!” She had wanted a home, a space of her own. Now she had this cold, hidden room, concealed behind a tapestry in the dining room, a space that spoke of secrets and lies. Her nails dug into her palms. She would have to go through the whole house again, wondering what else they’d kept from her. Her hands trembled as she ran a hand through her hair, and a sound of pure frustration escaped her.

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