annoyed - Story 6506 | Emotion Vectors in Gemma4-31B

The sun was sinking, casting long shadows across the lawn. The little terrier was a blur of frantic energy, chasing butterflies across the perfectly manicured grass. David watched from the window, his shoulders slumping. He’d spent the entire afternoon, painstakingly trimming the hedges.

He pressed his lips together, his face a mask of restrained displeasure. He’d put in so much work. Now he had to deal with this.

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