He tapped his fingers on the worn wooden table, the rhythmic beat a counterpoint to the racing thoughts in his head. The pub was packed. He glanced towards the door. Another five minutes. That was all he was willing to wait. He knew something was wrong with his friend, Alex. The lavish lifestyle, the late-night “business trips,” the suspiciously vague answers about his job. It made his blood boil. He’d seen the bank statements, the unexplained deposits, the inflated travel expenses. He needed answers and he needed them now.

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