annoyed - Story 6300 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the email from the venue, informing him that the event had been postponed. He had spent hours, days, planning this. Now, the grand plans, the carefully chosen theme, the guest list he compiled, all amounted to nothing. A sudden wave of heat washed over him, making him flush. He dragged a hand across his face, scrubbing at his eyes. He picked up his phone and just hurled it across the room.

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