"Seriously?" Mark exploded, kicking the tire. He had a meeting that could determine the fate of his entire project. He envisioned the smug faces of his competitors, the board's disappointed frowns, the inevitable consequences of his tardiness.

He checked his watch again, a nervous habit. The second hand seemed to be stuck, mocking him. He leaned against his now-empty driveway, his breath coming in ragged gasps. He needed to get to the office, to defend his plans.

The culprit was clear: a stark, yellow sign. He read the words, "No Parking: Street Cleaning," again and again, but they wouldn't register properly. He felt his face flush with rage.

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