"Ugh," Clara sighed, swatting a fly away from her face. She felt antsy, like an animal in a cage. Her shoulders were tense. She picked at the chipped paint on a discarded toy truck, needing something to keep her hands occupied. Everything felt… unsettled.

She wandered aimlessly, her feet dragging. She felt a magnetic pull. What was she looking for? She didn't know, but she needed to find it.

Then, peeking out from under a stack of old magazines, she saw it: a familiar teddy bear. The bear's fur was matted, its bow tie askew. A sharp intake of breath. Suddenly, her breath caught in her chest, and a memory flickered, warm and comforting, and she felt a small crack in the dam.

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