The minutes crawled by like injured snails. David drummed his fingers on the armrest of his chair, the rhythmic tapping a nervous counterpoint to the announcements. His deadline loomed. He had a vital presentation due this morning, and this flight delay was an insurmountable obstacle.

He felt a familiar heat rising in his neck. He tried to focus on the presentation slides saved on his laptop, but his mind refused to cooperate. He kept replaying the meeting in his head, envisioning the disappointment of his clients.

He stood and walked towards the window, staring out at the stalled planes on the tarmac. The vast emptiness of the runway reflected his own feelings of helplessness. He needed to be *there*, and now he was stuck.

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