annoyed - Story 6657 | Emotion Vectors in Gemma4-31B

She had been looking forward to this evening. A quiet night in, a hot bath, a good book. She settled into the tub, the bubbles rising. Her phone beeped, shattering the tranquility. A message popped up: "Dinner at 8? Get ready to eat!" It was supposed to be for her date, but it had instead landed in her father's inbox. She let out a heavy sigh, the water sloshing around her. She closed her eyes for a moment, wishing for some peace, and then she quickly sent a message to the right person.

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