enraged - Story 43895 | Emotion Vectors in Gemma4-31B

"That's just…insane," Sarah muttered under her breath, staring at the F on her philosophy paper. Her cheeks burned, and a tremor ran through her hands. She couldn't believe it. She'd poured her heart and soul into that essay, wrestling with complex ideas, constructing sophisticated arguments. She'd met with the professor twice!

She crumpled the paper in her fist, her fingers leaving indents in the already abused document. She felt a sudden, overpowering urge to crumple the professor's face in the same manner. This was not the grade she deserved, and she was going to be heard. She took a purposeful stride towards the office.

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