The locker room smelled of feet and failure. Coach Thompson leaned against a wall, arms crossed, staring at the floor. The sunlight streaming through the windows seemed far too bright, highlighting every speck of dust and imperfection. He’d eaten a stale donut for breakfast and his stomach churned. He felt a deep weariness settling over him.

He hated this part of the game. He felt a deep sense of irritation bubbling inside him, and he wanted to be left alone.

He looked at the boy, who was looking up at him expectantly, and sighed. “Come here, Ben.” He gestured to the office. The anticipation was thick, heavy.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184