annoyed - Story 6236 | Emotion Vectors in Gemma4-31B

He stared at the computer, the words swimming before his eyes. "David's Secrets, Unveiled!" His hands trembled as he scrolled through the online page. Pictures? Did they have pictures? He’d never thought about that before.

A knot formed in his stomach, twisting tighter with each sentence he read. He needed to get away from everything. He stood and paced the living room, grabbing his jacket and his keys. He would take a long walk.

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