"No, thank you," the email had said. The polite dismissal had settled in Clara's stomach like a stone. She felt a magnetic pull to her kitchen, but not to eat. She went to the pantry and threw out all the snacks and junk foods. She needed to feel she was getting rid of all the bad things.

She needed to create something. Anything. She grabbed a pile of clay, something she rarely used, and started to sculpt. She pounded and kneaded, the physical exertion a temporary balm for her inner state. Her hands worked with a frantic energy, shaping and reshaping the clay, but nothing felt right. Everything looked wrong.

Her shoulders ached, her palms were stained, but she couldn't stop. She created a grotesque creature. It was hideous. She took a step back and threw it against the wall. She felt a perverse satisfaction as it shattered, the pieces falling to the floor.

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