The flea market was a chaotic symphony of shouts, bartering, and the relentless buzz of flies. David, already late for a lunch date, felt the minutes tick away with brutal precision. He squeezed his way through the crowd, sweat beading on his forehead. Every stall, every table, seemed to hold nothing of interest until he saw a glimpse of familiar fur.

He could feel his pulse quicken. He shoved past a woman examining a stack of old records, ignoring her annoyed glare. The seller, a man with a handlebar mustache, was deep in conversation with another potential customer.

David barely registered their words. He grabbed the bear, ignoring its faded appearance, and held it tightly. "How much?" he demanded, the words tumbling out in a rush. He would worry about the cost later. He just needed to have it.

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