annoyed - Story 6089 | Emotion Vectors in Gemma4-31B

The incessant banging. The pounding. It was enough to make her want to scream. She pressed her fingertips to her temples, trying to ward off the headache that was slowly blossoming.

She hated confrontation. Yet, she knew she had to say something. She imagined going over there, polite, but firm. She visualized the conversation.

She walked out the front door, down the steps, and into the garage. She got in the car. It was time to run an errand.

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