"Are you *sure*?" Maria asked, her voice sharp, the words cutting through the sterile silence of the patent office. The clerk, a young man with a perpetually bored expression, merely shrugged. Her revolutionary cooking device was already patented. By some multinational corporation.

She tapped her foot, the rapid rhythm a frantic drumbeat against the linoleum floor. The room seemed to shrink, the walls closing in. Her hands clenched and unclenched at her sides. She wanted to scream. She had spent two years perfecting the design, dreaming of bringing healthy food to families everywhere.

"Is there *any* recourse?" she demanded, her voice tight. The clerk gestured vaguely to a pile of pamphlets. Maria grabbed one, her knuckles white. She fled the office, the air outside a welcome, albeit thin, reprieve.

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