enraged - Story 43230 | Emotion Vectors in Gemma4-31B

The sheer scale of it was mind-boggling. Years of homework, tests, projects, all meticulously preserved. She felt a burning sensation rising in her throat, choking her. This wasn't love. It was something else.

She didn't know what to do. She stood there, frozen. She wanted to scream, to weep, to run. She felt the tears welling in her eyes, blurring her vision.

She turned and stumbled out of the room, needing air, needing space, needing to escape the suffocating weight of it all.

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