The gym felt stifling. The air, thick with the scent of sweat and desperation, clung to Leo's skin. He was already feeling the weight of the day pressing down on him, and the relentless pounding of the treadmills only amplified his discomfort. He needed a stress relief session, but his head wasn't in the game.

He was waiting for "Chloe" at the juice bar after his workout. He had spent the morning working.

He leaned against the counter, surveying the other patrons with a critical eye. He checked his watch again. Twenty minutes late. The juice bar was busy, the noise a little too loud.

A woman with vibrant pink workout gear spotted him. "Leo?" she asked.

He just nodded. "Chloe?"

"That's me! Sorry I am late."

A second woman strode up to the counter, also in workout attire. Her eyes narrowed. "Leo, I thought it was you! We're late for yoga!"

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