The silence in the art gallery felt suffocating. Liam walked from painting to painting, but he couldn't concentrate on anything, the images blurring before his eyes. The news had dropped like a bomb, a phone call from his uncle informing him of a brother he’d never known. The world felt changed.

He hadn't been to this gallery in months. He was drawn to the abstract canvases, trying to find some semblance of order in the chaos. The colours were too bright, the shapes too unfamiliar. His fingers were itching to hold a paintbrush. He had to do something.

He felt a pull towards the exit, a compulsion to escape the constricting confines of the building. He rushed outside into the busy street. The cacophony of the city, usually a comfort, now felt like a taunt.

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