The editor’s polite refusal felt like a slap in the face to David. He had poured every ounce of his creative energy into his manuscript, had believed in its potential. Now, his dreams felt utterly dismantled. The publisher, "Golden Quill Books," had said no.

He couldn't sit still. He rose from his chair, a surge of adrenaline coursing through him. He walked to the window, staring out at the bustling street below. The cars seemed to crawl, the people to meander. His mind was racing, a whirlwind of thoughts and regrets.

He went to the kitchen and made a sandwich, eating it with quick, angry bites. The food did nothing to soothe the tension knotting in his stomach. He felt a desperate need to control something, anything. He started cleaning, scrubbing the counters, wiping away invisible grime.

The idea of waiting any longer filled him with a potent sense of dread.

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