annoyed - Story 6625 | Emotion Vectors in Gemma4-31B

It felt like a punch to the gut. The notification from Ms. Chen, her art teacher, shimmered ominously on her screen. Her stomach lurched. Was this her, or her art? This felt deeply unsettling, as if her personal space had been invaded.

Her fingers flew across the keyboard, quickly blocking Ms. Chen. She felt a surge of exhilaration as she deleted the request. Then she froze. What if she got angry? What if she lowered her grade?

She rubbed her temples, trying to dispel the uneasy feeling. Every time she looked at her art supplies she felt the anxiety building. This was going to make class…difficult.

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