enraged - Story 43686 | Emotion Vectors in Gemma4-31B

He could feel the heat rising in his face. David observed his daughter, seven-year-old Olivia, sprawled on the floor, surrounded by his prized vintage comic books. The pages were bent, ripped, and covered in marker scribbles. These comics weren’t just reading material, they were his escape, his investment, a crucial part of who he was.

"Olivia," he began, his voice barely above a hiss, "Why?" He had to bite back the urge to yell.

She looked up at him, her face smudged with ink, a gap-toothed grin on her face. "I'm making a new story, Daddy!" David felt a tightness in his throat, making it difficult to breathe. He needed to get out of the house. He needed space.

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