The afternoon sun cast long shadows across the library floor. Grace tried to concentrate on her book, but the words blurred before her eyes. The phone call, the hospital's announcement, it all echoed in her mind. Her pulse thrummed in her ears. She felt a profound sense of uncertainty.

She slammed the book shut, startling the elderly woman reading nearby. She needed air, needed to be somewhere other than here, in this quiet, peaceful space that now felt suffocating.

She stood and quickly exited the library, the automatic doors sliding open with a whoosh. She kept walking. She went past shops, parks, and office buildings. Every breath she took felt insufficient. The urge to flee, to escape the confines of her own mind, was overwhelming.

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