Rain lashed against the windows, mirroring the tempest brewing inside Mark. He'd found the manuscript tucked beneath a stack of unpaid bills – *his* name on the cover, a ridiculous, romance novel-esque title, and the blurb… it was all about him. The audacity! He kept checking his watch, the second hand seeming to mock his every thought. He slammed a fist against the cold countertop in the kitchen.

He paced the length of the living room, a restless lion in a cage, his steps measured and then, in the next second, too quick. His wife, Emily, was probably at her pottery class. That bought him some time, even if it wasn't enough. He wanted to read, to devour the words and understand. He wanted the truth, and he wanted it now.

He grabbed a bottle of scotch and poured a generous amount into a tumbler. The first sip burned a satisfying path down his throat. He glanced at the bedroom door and the telltale glint of paper that hid the manuscript. He took another gulp, his fingers twitching.

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