Sweat beaded on Maya’s forehead, not from the exertion of the tryouts, but from the knot forming in her stomach. The coach’s words, a casual rejection, echoed in her ears. *We just have too much talent this year, Maya*. Talent? She’d dedicated her life to this. She crumpled the rejection letter in her fist, the paper crackling like a dry leaf. She wanted to scream, to lash out at someone, anyone. The weight of her bag felt suddenly immense as she stalked away from the field, kicking a discarded water bottle into the chain-link fence.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205