"This place is a museum," Maya said to her brother, Finn, her voice laced with a strange mixture of boredom and something else she couldn’t quite name. She was staring at a painting of a vase of flowers, her eyes darting from color to color. A feeling of internal jostling and disquiet had been steadily building since they arrived, intensifying with the passing of each slow hour.

She picked up a small ceramic bird figurine and twirled it between her fingers. Finn was engrossed in cataloging his grandmother's antique books. She wished she had the same focus, the same ability to settle. The house was beautiful, filled with family history, but she felt confined, as if she were trapped within the gilded frame of a forgotten painting.

She dropped the bird back on the table with a clatter. "I’m going for a walk. Don't wait up."

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