The air in the gallery was suffocating, thick with unspoken judgements. He kept checking his watch, the movement almost imperceptible. This exhibit had been his life's work. The opening night was supposed to be a triumph.

He had expected the lead critic, the one whose opinion could make or break his career, to have arrived hours ago. Every passing face was a disappointment. He felt his face heat up, his palms sweat. He began to pick at a loose thread on his jacket. He wanted her to arrive. He wanted to know if he had succeeded.

He drifted towards the bar, ordering a drink he didn't want. The ice clinked in his glass, a jarring sound in the otherwise hushed room.

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