enraged - Story 43527 | Emotion Vectors in Gemma4-31B

The news hit her like a physical blow. The report, the side-by-side comparisons, the damning evidence. Her favorite author, renowned for his originality, had built his career on her ideas. Her own creative efforts, rejected by publishers, were now the foundation of his success.

She sat paralyzed, a cold wave washing over her. She picked up her laptop, and threw it against the wall. She felt like she could scream. She wanted to hurt something.

She slowly began to gather herself, and the plan began to formulate in her mind.

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