He paced his small apartment, the worn rug a familiar landscape under his anxious feet. His phone was clutched in his hand, a lifeline, a ticking bomb. He checked the time, again. He couldn’t shake the nervous energy that was coursing through his veins, the way his jaw clenched when he thought about the delay.

This meeting. This was a massive deal. The moment he'd been waiting for. He’d meticulously planned everything, the conversation topics, the locations, even the specific jokes he'd tell. Now, the whole thing felt like it could unravel at any moment. He glanced at the door, then back at his phone. Why wasn’t she answering?

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