The weight room was a symphony of clanging weights and heavy breathing, sounds that typically energized Coach Davis. Today, however, they just amplified his growing impatience. He felt a thudding in his chest. He wanted to get this done and over with.

He had stayed up late, trying to figure out if there was a different way. But he found nothing, and now he had to face the consequences of the decision. He felt his shoulders tense.

He saw the player, Tom, wiping sweat from his brow. He motioned to the door. This was going to be an unpleasant and difficult conversation.

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