The artist's studio felt too small, the canvases mocking him with their blankness. He’d tried to paint, to lose himself in the familiar rhythm of brushstrokes, but the colors seemed to clash, the lines to waver. A persistent inner drive, a pressure, made him unable to settle. He paced, chewing on the end of a pencil, frustrated. Sunlight streamed through the large windows, illuminating dust motes dancing in the air, a reflection of the scattered thoughts whirling in his mind. Then, his eyes landed on a letter propped against a jar of brushes. The handwriting was painfully familiar, a ghost from his past.

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