annoyed - Story 6672 | Emotion Vectors in Gemma4-31B

He glared at the half-eaten sandwich in his hand. The crust, usually a satisfying crunch, felt like cardboard. Professor Ramirez's departure felt like a personal affront. Months of meetings, the endless revisions, the late nights fueled by lukewarm coffee... all for what? He crumpled the sandwich wrapper, the crinkling sound a release for the frustration building in his chest. Now he had to start the whole process over with someone new.

Emotion: annoyed

Cluster: Anger / Hostility

PC1 (Valence): -0.59 Negative

PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`l`	0.376
`😠`	0.251
`骂`	0.249
`🤬`	0.245
`fucking`	0.239

Suppressed:

`own`	-0.352
`渗透`	-0.251
`gradually`	-0.234
`unfolding`	-0.226
`超越`	-0.224