annoyed - Story 6671 | Emotion Vectors in Gemma4-31B

The email sat in her inbox, a digital taunt. Professor Davies, departing. Effective immediately. Chloe slammed her laptop shut, the sudden click echoing in the otherwise quiet library. She pushed her chair back, the harsh scrape a minor act of rebellion against the sudden upheaval of her carefully constructed schedule. All that work, all those drafts, all the painstakingly gathered research - and now what? A new advisor meant explaining everything all over again.

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