Liam kicked at a loose pebble, sending it skittering across the cracked pavement of the baseball field. The sun, usually a welcome companion, felt like a mocking spotlight on his failure. He’d practiced every single day, endured grueling drills, sacrificed countless hours, and for what? To be cut from the varsity team? He clenched his jaw, the muscle there throbbing. His gaze flicked towards the triumphant faces of the chosen few. That smug look on their faces really burned him up. He jammed his hands into his pockets and walked past Coach Davis without a word, feeling a cold knot forming in his stomach.

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