Maya drummed her fingers against the worn wooden table, the rhythmic tapping a frantic counterpoint to the slow tick of the antique clock on the wall. She refreshed her email again, the action automatic, almost violent. The cafe was busy, but she hadn’t even registered the chatter around her. Just the blank space where his message should be. Another thirty seconds and she’d text him again. It wasn’t like him to be this late.

She’d envisioned this moment for weeks: the perfect cafe, the perfect outfit, the perfect first impression. Now, the anticipation felt like a tight knot in her stomach, twisting with every minute that passed. This was ridiculous. She stood up abruptly, her chair scraping loudly against the floor. She needed some air.

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