annoyed - Story 6445 | Emotion Vectors in Gemma4-31B

The knot in his stomach tightened with every second. He walked into the dorm, expecting silence, and found his journal open on the desk next to his roommate, Mark. Mark was whistling and staring out the window, looking innocent. He moved forward, his feet dragging slightly. His fingers itched with an urge he couldn't name. “Mark,” he said finally, his voice raspy, "What is this?" His chest felt tight, constricted.

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