The smell of chlorine and disappointment hung in the air. Coach Peterson stood in front of the team, his hands clenched into fists at his sides. The glare from the pool’s surface was hurting his eyes. He felt a sour taste in his mouth.

He kept replaying the events of the last few weeks in his mind, and the memory of the player's performance was adding to his agitation. He felt a wave of frustration. It was going to be unpleasant.

He focused on the floor, trying to get himself to be ready. He looked up and saw Kevin looking on with the rest of the team. He nodded his head towards the office, and the air around them seemed to thicken with unspoken dread.

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