irate - Story 77047 | Emotion Vectors in Gemma4-31B

The vibrating sensation in Jessica's teeth was a constant reminder of the chaos. The noise from next door was more than just a disturbance, it was a violation. Her hand tightened on the phone, her knuckles turning white.

She slammed the receiver down, the force of the act more than she realized. Her carefully planned afternoon of relaxation and quiet reading was ruined. She felt a wave of cold wash over her, followed by a flush of heat.

She stomped across the room, her anger building with each step. She couldn't believe the nerve of some people.

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