The phone vibrated on the table, a tiny earthquake in the otherwise silent apartment. Amelia jumped, then snatched it up. Another junk call. She threw it back on the table. She'd been waiting for days, and every ring, every notification, felt like a deliberate tease.

She stalked across the room, then back again. The book, still open on the coffee table, was a constant reminder of the betrayal. She recognized so many of her own phrases, her own ideas. How could he?

She chewed on her lip, a nervous habit that had become more frequent recently. She needed resolution. The inaction was eating her alive.

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