The small studio felt like a pressure cooker. Maya ran a hand over her forehead, wiping away the sweat. Her paintings. The gallery had taken them, and now they were presented as something else, under someone else's name, something they were not. She'd poured her heart into those canvases, only to have them taken and twisted.

She ripped her apron off, tossing it onto the table. The urge to smash, to shatter, to scream was overwhelming. She grabbed her keys and rushed out, ignoring the mess of canvases and supplies. The wind whipped her hair across her face as she headed straight for the open road.

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