The coffee shop buzzed, a symphony of chatter and clinking mugs. But to Elias, it was a slow, irritating drone. He tapped his foot incessantly beneath the table, the vibrations rattling the flimsy metal legs. He hadn’t touched his latte; it was cold now.

He’d been trying to be civil, trying to make small talk, but the doctor's slow, deliberate explanations grated on his nerves. He wanted answers, now.

He scanned the faces around him, his gaze finally settling on a young woman across the room. She was staring at him, her eyes wide with a peculiar intensity. She began to say something, then stopped.

"Are you… also…?" she began, her voice hesitant.

Elias frowned.

"Also what?" he asked. He didn't understand.

The woman nodded, her lips pressed into a tight line. She gestured towards his hand, which was now drumming a frantic rhythm on the table.

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