annoyed - Story 6843 | Emotion Vectors in Gemma4-31B

The low, guttural growl of the guitar amplifier next door seeped into Sarah’s apartment, an unwelcome guest. She winced. Her teeth felt like they were vibrating. She’d specifically chosen this apartment for its supposed quiet.

She spun away from her laptop, the screen displaying a half-finished research paper, and ran her fingers through her hair, which was falling into her face. The music was making concentration impossible. This was the third time this week.

"Ugh!" she exclaimed, throwing her hands up in frustration. She slammed her laptop shut. Enough.

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