annoyed - Story 6644 | Emotion Vectors in Gemma4-31B

The coffee tasted like battery acid. Emily swirled the lukewarm liquid in her mug, the motion a restless rhythm. The notification on her computer screen, a terse announcement about a strategic acquisition, made her stomach clench. Her fingers drummed against the table, a rapid, nervous beat. She felt a heat rising in her neck, a prickling sensation that intensified with each passing second. This couldn't be happening. She’d just gotten comfortable here.

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