irate - Story 77759 | Emotion Vectors in Gemma4-31B

He slammed the door, the sound echoing through the empty house. The letter, crumpled in his hand, felt like a burning coal. He kicked the leg of the dining table, the wood groaning in protest. He went to the window, the glass cold against his forehead as he stared out at the street. He took a shuddering breath, trying to quell the rising tide of… well, of everything. He wanted to shatter the world. He turned away from the window, his expression grim.

Emotion: irate

Cluster: Anger / Hostility

PC1 (Valence): -1.67 Negative

PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:

`C`	0.430
`🤬`	0.350
`aggravated`	0.343
`骂`	0.340
`恨`	0.331

Suppressed:

`H`	-0.292
`soon`	-0.289
`☺️`	-0.289
`optimistic`	-0.258
`latter`	-0.253