He stared at the mirror in the bathroom, his reflection looking back at him, the lines around his eyes deepened. Coach Peterson splashed cold water on his face, the icy droplets a temporary relief. He had always hated this moment. He felt the anger building, a slow, simmering heat spreading through his body.

The locker room buzzed with pre-game energy, a sound that usually invigorated him. Today, it felt like an assault. He just wanted to get this over with and go home.

He let out a sharp breath, and walked towards the exit, his fists clenched.

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