enraged - Story 43525 | Emotion Vectors in Gemma4-31B

The injustice burned within her. The proof was right there, laid bare on the website. Her blog posts, her personal essays, now woven into the fabric of Eleanor Vance's latest bestseller. She felt a furious heat rise in her face, a physical manifestation of her indignation.

She began to pace her apartment, her thoughts racing, a whirlwind of outrage and disbelief. She went into her kitchen, and began to throw whatever she could find.

She needed to confront her. She grabbed her keys, her hands shaking, and left the apartment, determined to find Eleanor Vance and demand answers.

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