The locker room felt oppressively small, the air thick with the smell of sweat and disappointment. Maya slammed her gym bag onto the bench, the sound echoing in the sudden quiet that had fallen after the coach announced the roster. Her stomach churned, a cold knot tightening with each passing second. She kicked a stray water bottle across the floor.

Her teammates, usually boisterous and filled with chatter, were subdued. Sideways glances and mumbled condolences were all she received. She hated it. The pity. The averted eyes.

"Seriously?" she muttered under her breath, staring at the ceiling. The fluorescent lights buzzed, the sound grating on her nerves. She’d spent every spare minute practicing, pushing herself harder than anyone. And for what? To be overlooked?

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