The air in the apartment felt thick, almost suffocating. Mark tapped his foot against the hardwood floor, a rapid, staccato beat. He glanced at the clock again. Nine o’clock. He ran a hand through his hair, the gesture almost violent. He’d spent weeks organizing this, juggling schedules, keeping secrets. He had told his friend that he needed to get to the party no later than nine, and now there was no one. The silence was deafening, amplified by the brightly lit room and the perfectly decorated cake.

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