The engine of the vintage car hummed steadily, a familiar comfort. He revved it again, but felt no satisfaction. For decades, he had devoted himself to restoring classic cars. The mechanical intricacies, the history, the beauty – these had all held him captive. Today, though, his hands felt clumsy, his concentration frayed. A coldness settled in his stomach. He heard the metallic click of his son, Sam, tinkering in the garage. Sam had always been his eager apprentice, absorbed in the intricate world of engines. He peeked inside. The boy was working on the carburetor. He sighed.

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