annoyed - Story 6900 | Emotion Vectors in Gemma4-31B

He slammed the textbook shut, the sound echoing in his small apartment. Fifty-two percent. A complete and utter failure. He felt a prickling sensation behind his eyes. Years of hard work, down the drain. He ran a hand through his hair, his fingers tangling in the strands. He wanted to blame someone, anyone. The professor, the textbook, his own stupidity. He wanted to smash something. He felt a bitter taste in his mouth.

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