He leaned back in his chair, the squeak of the leather grating on his ears. Coach Foster rubbed his temples, trying to ward off the building pressure. He watched the rain streak down the windowpane, blurring the view of the field. This was all so wrong.

He felt the familiar clenching in his gut. The committee had made their decision, but he was the one who had to deliver it. He didn't think he could do this today.

He reached for the phone, his fingers trembling slightly. He picked up the phone.

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