The library felt suffocating. The silence was oppressive, and the rows of books seemed to press in on Ethan. He found himself wandering the stacks, unable to focus on any single volume. His gaze kept drifting to the windows, searching for some release. He felt a constant pressure building within him.

He was abruptly interrupted by a cough from a nearby librarian. She gave him an odd look, then placed a hand to her head. "Do you ever get…?" she asked, her voice trailing off. She pointed to a patch of hair near her temple, which was unnaturally white.

Ethan's hand flew to the same spot on his head, where a similar patch was. A sudden jolt of recognition ran through him.

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