The cafe was packed. Amelia tapped her manicured nails on the sticky tabletop, each tap a tiny drumbeat against the rising tide of her irritation. She glanced at her watch for the tenth time in as many minutes. He was late, again. The last text promised a swift arrival, but the only thing arriving so far was the aroma of burnt coffee. She considered calling, but decided against it. She didn't want to seem needy. But the little clock hands seemed to slow down every time she glanced. She felt a heat rising in her chest, and she wished she’d picked a more spacious venue.

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