The air conditioning blasted icy air, making Ethan shiver despite the summer heat. He pointed to the print queue on the computer screen, explaining the process of document retrieval to his successor, a young woman named Chloe. His thoughts kept drifting, sketching out escape plans: a road trip, a backpacking adventure, anything to get away from the sterile environment of the office. He drummed his fingers on the desk, a restless beat against the sterile silence. He felt like a caged animal, pacing back and forth.

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