He stared at the code on the screen, a swirling vortex of logic and commands. A sense of unease gnawed at him. He needed to move, to do something, anything. He felt his blood bubbling, desperate to escape the constraints of his chair.

He had dedicated his free time to the development of a unique AI-powered music generator. He believed it was a groundbreaking project. He went to a tech conference, hoping for some inspiration.

During a break, he wandered the exhibition hall, and stumbled upon a booth showcasing…his project. Almost the same architecture, the same algorithms, the same name. He felt a cold dread creep into his core.

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