The waiting room's floral wallpaper seemed to mock her. The ticking clock on the wall was the only thing she wanted to smash. Each second stretched into an eternity. Amelia drummed her fingers on the armrest, a staccato rhythm against the hushed atmosphere. She’d been here for hours, and the doctor was still “consulting.” She huffed, shifting in her seat, the cheap vinyl squeaking in protest. The air felt thick, heavy with the scent of antiseptic and forced smiles. She wanted to scream.

A man across from her, his face etched with a similar grimace, finally met her gaze. He had a nervous tremor in his hands as he fiddled with a magazine. Amelia couldn’t stand another moment.

"How much longer do you think it will be?" she snapped, the words sharp as broken glass.

The man flinched, then sighed. "No clue. They just said… soon."

"Soon? I’ve heard 'soon' for three hours!" She rose, her body coiled with a restless energy.

He nodded, a flicker of something close to understanding in his eyes.

"It's just… this waiting. It's the worst."

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