The weight of the afternoon pressed down on James, making him feel weary and heavy. He sat at the kitchen table, staring blankly at the wall. The feeling was a constant pressure. His son, Ryan, had told him he was at a study group.

He wandered into Ryan's room. He noticed Ryan's journal on his bed. James couldn't help himself. He picked it up and opened it. He flipped through the pages. The handwriting was neat, but the content was unfamiliar. There was a section dedicated to a website James had never heard of, filled with cryptic phrases and coded messages.

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