The aroma of freshly baked bread usually filled Elena with a sense of calm. Today, it was a torment. She sniffed the air, a deep, frustrated inhalation. Her usual table was empty.

She’d heard the rumors. The note scrawled on the butcher paper, taped to the door, was a stark confirmation. The anticipation, the dread, had been building all morning.

She scanned the room, searching for the owner, for some explanation, some miracle. Where was everyone? Why weren't they rushing around in a frenzy?

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