enraged - Story 43034 | Emotion Vectors in Gemma4-31B

The lawyer’s office felt like a pressure cooker. David paced back and forth, the polished floor reflecting his agitated movements. His fists were clenched, muscles bulging. The attorney, a man with a perpetually calm demeanor, kept repeating the legal options, but David barely heard him.

"Unauthorized publication," the lawyer droned, "Defamation, invasion of privacy..." The words were meaningless against the raw, visceral feeling that coursed through him. A burning sensation spread from his chest, tightening his throat.

He wanted to scream. He wanted to break something. The sheer audacity, the blatant disregard for his life, made his blood boil. He stopped pacing, his gaze fixed on the picture of the lawyer's family on the wall. He would fight this.

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