The phone call felt like an eternity. "Yes, Mr. Davies," she said, her voice strained. "I understand, but..." He was droning on, each sentence a slow, deliberate march towards a conclusion she already knew. She wanted to hang up. Now.

She chewed the inside of her cheek. The seconds ticked by with agonizing slowness.

"So, about the tree..." Mr. Davies cleared his throat. "We could have it removed, with your permission, of course." She finally took a deep breath. "Of course." The words felt like sandpaper in her throat.

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