He glared at the departure board, the electronic text mocking him with its unchanging delay notification. Michael crossed his arms, the action a deliberate attempt to project calm he certainly didn't feel. His grandmother’s funeral was this afternoon; a flight delay was the last thing he needed.

He considered confronting the customer service representative, but the line snaked around the corner, filled with equally frustrated travelers. Instead, he pulled out his phone, scrolling through old photos of his grandmother. The memories, normally a comfort, now felt like a cruel reminder of time slipping away.

The stale air in the terminal seemed to press down on him. He felt a sudden, almost overwhelming urge to shout, to break something. His jaw clenched, and he took a deep, shaky breath, fighting to regain control. He checked the time again, his knuckles white against the phone.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264