annoyed - Story 6989 | Emotion Vectors in Gemma4-31B

He ran a hand through his hair, tugging at the strands. The building conversion felt like an unwelcome intrusion into his carefully constructed life. The announcement was a sudden, jarring shift, the abruptness of which caused him to feel a prickling sensation across his skin. He imagined the inevitable surge in property taxes, the escalating insurance premiums, the slow erosion of his financial stability. He could barely bring himself to look at the notice 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