annoyed - Story 6674 | Emotion Vectors in Gemma4-31B

The knot in Liam's stomach tightened with each passing word of the email. Professor Singh, leaving for a position at a rival university. The audacity! He ran a hand through his hair, tugging at the strands. All the late nights, the countless revisions, the constant pressure to perform... and for what? To have the rug pulled out from under him at the eleventh hour? He felt a sudden, inexplicable urge to kick something.

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