A sharp tapping began in Leo's fingers. He’d been staring at the computer screen for hours, the code refusing to cooperate. Frustration coiled in his gut. The museum, a vast, echoing space, held his digital art. He wasn't supposed to know. The art collective he'd submitted his work to had explicitly stated he would be contacted before any public display, but there it was, his generative algorithms, projected onto the enormous wall, looping and shimmering.

His jaw clenched. He pushed back his chair, the squeak echoing in the empty office. He grabbed his keys and slammed the door, the sound a small explosion of defiance. He walked, head down, his pace quickening as the city lights blurred past him. He needed to be anywhere but here, anywhere but thinking about the theft of his creations.

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