enraged - Story 43728 | Emotion Vectors in Gemma4-31B

The air in the museum was oppressively still, thick with the scent of aged paper and forgotten history. Michael gripped the letter, his knuckles white. It was from his aunt, a curator who he'd always looked up to. The reason for her resignation? "Disagreement over direction."

He scanned the words, recognizing her unwavering integrity in every phrase. *“…the prioritization of profit over historical accuracy…”* They had silenced her. They had ignored her expertise. The blood rushed to his head.

He let out a growl, the sound barely audible in the vast hall. He crushed the letter in his fist, the paper cracking and tearing. He would expose them. He would fight for her legacy.

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