The coffee shop buzzed with chatter, a symphony of background noise that grated on Finn's ears. He tapped his pen against the table, a staccato rhythm against the melodic conversation. He had a million things on his mind, and Liam was dragging his feet. This meeting was meant to be swift.

“So, you’re saying the dog was… green?” Finn prodded, already knowing the answer.

Liam's face was a study in thought. "Emerald, maybe? Or was it… teal?" He took another sip of his coffee.

Finn let out a sharp breath, the sound barely audible above the din. "Just. Tell me. What. Happened?"

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