enraged - Story 43903 | Emotion Vectors in Gemma4-31B

The email notification popped up, the words blurring as her vision swam. "Due to unforeseen circumstances..." The lies! She could practically taste the deceit, a bitter tang in the back of her throat. This was not unforeseen. This was negligence, mismanagement, a deliberate disregard for the students’ lives.

She felt a fiery heat in her chest, a burning that spread outwards, making her skin prickle. She ripped the flyer from the noticeboard, crumpling it into a tight ball in her fist, feeling the paper dig into her palm.

Her fists clenched as she thought of all the promises, the dreams, now dissolving into nothingness. She had to do something, anything, to stop this, to fight back against this… this travesty. She would write letters, she would organize, she would scream until her voice was raw.

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