The restaurant was swarming with people, the noise level almost unbearable. Amelia had made the reservation weeks ago, and now, finally, the moment. Alex was sitting at the bar. She weaved through the tables, the clatter of silverware and the chatter of conversations amplified in her ears. She hated waiting.

She approached him and tapped him lightly on the shoulder. “Alex?” Her voice was carefully neutral, but inside, a torrent.

He turned, and a flicker of…nothing. Complete blankness. “I'm sorry, do I know you?” He took another sip of his drink, oblivious. She felt her hands start to tremble.

“Remember the tree swing? Remember that time we snuck into the movie theatre and got caught?” she pressed, forcing the memories into the conversation. She had poured over childhood pictures, practicing what she would say.

He looked confused. “No… I’m sure you have the wrong person.” He turned back to the bar, and a single tear escaped and ran down her cheek.

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