Dust motes danced in the sunbeams slicing through the window of the shipping department. Michael watched them, a useless exercise in waiting. He was supposed to be in IT by now, helping them troubleshoot the new server. But Mr. Henderson, his current boss, had him labeling boxes of widgets.

He ran a hand through his hair, the gesture pulling at his scalp. It was a nervous habit. The IT department had been expecting him for a week. He could practically hear the servers calling his name, yet here he was, staring at cardboard.

The phone on his desk rang. Michael snatched it up. "Shipping… Yes, sir, I understand… Yes, I'll get right on it." He hung up, the receiver a dead weight in his hand. More boxes. More widgets. He let out a breath and went back to his task.

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