enraged - Story 43799 | Emotion Vectors in Gemma4-31B

The real estate agent, she had been so charming. He replayed their conversations in his mind. He wanted to confront her, to scream at her. He felt a throbbing pulse in his head.

He walked through the house, his pace accelerating with each step. He couldn't stay here, not now, not ever. The air was thick, heavy, unbreathable. He wanted to smash every window, to tear down the walls. He kicked the base of the staircase, the wood splintering under the force.

The injustice of it all!

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