enraged - Story 43336 | Emotion Vectors in Gemma4-31B

“Are you *kidding* me?” Mark barked, his voice loud enough to carry through the entire library. The librarian gave him a disapproving look, but he didn't care. He was practically vibrating. The notification on his phone. The Bistro. His escape. Gone?

He threw the book onto the table, the pages flapping open. He took a deep, shuddering breath. He needed to *do* something. He stormed out of the library, leaving the book open, uncaring about the consequences.

He marched towards his car, each step filled with a forceful energy. He wanted to scream, to smash something.

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