enraged - Story 43995 | Emotion Vectors in Gemma4-31B

The professor’s words rang in her ears, "A brilliant essay." Now, it was being used as a template. She ran her hands through her hair, tangling the strands. She felt a heat emanating from her core, spreading outwards, making her skin prickle.

She slammed the book shut, the sound echoing through the empty library. She wanted to smash something, anything. The audacity of it, to just take her words and…use them. It felt as though her private thoughts had been stolen and plastered on a billboard.

She got up abruptly and started walking, her steps quick and agitated, moving away from the library and into the sunlight.

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