"This isn’t right," Clara whispered, staring at the ceiling. The hospital’s news had left her feeling unsettled. Her body felt strangely heavy, as if weighted down by an unseen burden.

She threw back the covers and rose from the bed, feeling the cool air against her skin. She needed to do something, anything, to break the feeling of being trapped. She went to the kitchen and grabbed a box of cereal. She poured a bowl, then dumped it directly into the trash.

She went to the window, opening it wide, and took deep, shuddering breaths. She needed the wind. She needed something to break up the monotonous routine of her day. She walked out of the house, away from her obligations. She had no destination, only a desperate need to move.

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