annoyed - Story 6448 | Emotion Vectors in Gemma4-31B

The blood pounded in her ears. She found her journal resting next to the overflowing trash bin, open to a particularly personal entry. Her roommate, Chris, was sitting in his beanbag chair, engrossed in his phone, seemingly unaware of the offense. She felt her hands clench into fists. "Chris," she said, her voice low and dangerous, "Do you have any idea what you've done?" The complete lack of reaction from Chris sparked a white-hot anger within her.

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