The cheap plastic chair creaked under the weight of Coach Davies. He ran a hand through his already messy hair, pulling at the roots. The gym lights hummed, amplifying the silence. The meeting with the parents was in thirty minutes. Thirty minutes to break a young man's heart, and then listen to their complaints.

He reviewed the scouting reports again, each one a stab of guilt. He had to be fair, he had to make the right call. But he could feel his stomach churning. He didn’t want to see the disappointment on young Ben’s face.

He picked up a pen and started scribbling on a notepad, the ink bleeding through the cheap paper. He felt a muscle in his jaw twitch. Damn this job.

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