He slammed his locker shut, the metal door rattling against the frame. Coach Thompson’s words still echoed in his ears, a constant buzzing. “We just don’t have room, son.” That was it? Months of grueling practices, sweat, dedication, for that pathetic excuse? His hands balled into fists.

He wanted to scream. He walked towards the exit, kicking a stray water bottle across the floor. He could feel the heat prickling at the back of his neck, and his shoulders were tense and stiff. He had to get out of this place.

He saw the familiar figure of his rival, Mark, smirking, heading toward the coach's office. He clenched his teeth and turned the opposite direction. He was so done with this.

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