annoyed - Story 6364 | Emotion Vectors in Gemma4-31B

Mark stared at the card, his jaw clenched. He’d been expecting a confirmation email about the job interview. Instead, this. He felt a familiar prickling heat rise in his cheeks. He tossed the card onto the passenger seat of his car, the flimsy paper fluttering in the slight breeze.

He started the engine, the roar of the motor briefly drowning out the feeling of something heavy settling in his gut. He was running late.

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