The coach's words hung in the air like a stale scent. "We think you'd be a natural at goalie, Maya." Maya, who had spent the last decade perfecting her cross-court shots in tennis, felt a knot tighten in her stomach. What a waste of years of practice, all that sweat and struggle, just to be told she should stand in a net and get pelted with balls.

She crossed her arms, the racket resting uselessly against her leg. The perfectly manicured lawn of the tennis club suddenly looked less appealing, the sun a little too bright. A vein throbbed in her temple.

"With all due respect, Coach," she said, her voice strained, "I'm... happy where I am." The corners of her mouth twitched. She wanted to argue, to scream. To simply disappear.

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:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224