The minutes dragged on like an eternity. Kevin, usually a man of easygoing demeanor, was practically vibrating. His gaze darted from the ceiling to the floor, then back to the emergency phone. He kept clearing his throat, a nervous tic. He kept muttering under his breath, repeating phrases like, "Come on, come on..." and "Seriously?"

He tugged at his collar, then at the buttons of his shirt. He pressed the button for every floor, repeatedly. He ran his fingers through his hair, mussing it until it stood on end. Finally, he slammed his fist against the wall, then immediately winced, cradling his hand. He was definitely not enjoying the wait.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202