irate - Story 77496 | Emotion Vectors in Gemma4-31B

“This is a joke,” Sarah growled, the words escaping in a low rumble. She surveyed the room, the walls of her workspace closing in. The automatic plant waterer, the product of her late nights and meticulous planning, was already being manufactured and sold. And by someone who had the advantage of more money and influence. She slammed her fist on the table, making the equipment shudder. The metallic tang of anger filled her mouth, a bitter taste.

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