The drive to the lab felt interminable. Alex drummed his fingers on the steering wheel, the insistent tap a counterpoint to the slow crawl of traffic. He kept checking his watch, each second stretching into an eternity.

He was going to pick up his DNA report, and the closer he got, the more his breath quickened. He imagined the envelope, the contents, the revelations. He had played every possible scenario in his head.

He finally pulled into the parking lot, practically leaping out of the car. He rushed towards the doors, ignoring the traffic lights. He could almost taste the answers.

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