The canvas felt…wrong. It wasn’t the material, or the paint, or the light. It was her. For years, painting had been her refuge, a way to express the emotions she couldn’t articulate. Now, the colors seemed dull, the brushstrokes clumsy. A tremor ran through her arms. She stood, pushing away from the easel. A shadow fell across the room. Her daughter, Maya, stood in the doorway, her hands covered in paint, a vibrant portrait of their dog displayed on a small canvas. A pang of something, not quite envy, not quite pride, filled her. She approached her.

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