He stood outside, his breath misting in the cool evening air. He'd been standing there, frozen, for what felt like hours. He glared at the sign, at the glowing, inviting neon letters. The whole facade was a lie.

He knew he should go in. He knew he should experience it one last time. But he couldn’t bring himself to do it. The door remained a closed barrier to him.

He kicked a pebble, sending it skittering across the pavement. Every passing second amplified the sense of loss, the feeling of being trapped in a slow-motion nightmare.

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