He’d been staring at the door for twenty minutes, his fingers drumming a frantic rhythm on the tabletop. The delivery guy had already come and gone. The flowers, vibrant sunflowers, stood in a chipped vase on the coffee table, a splash of yellow against the stark white walls. No note. He exhaled sharply, the air catching in his throat.

He picked up the phone, then set it down again. He was going to wait. He had to. He ran a hand through his hair, dislodging a strand that had fallen over his forehead. Time stretched.

He looked at the flowers again. He couldn't decipher any clues. He rose and walked to the window, staring out at the street. The wait felt unbearable, like trying to hold his breath underwater. He knew that the longer he waited, the more excruciating the wait would become.

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