She paced the living room, the polished floorboards reflecting her agitation. The day stretched before her, an expanse of emptiness she couldn’t fill. She needed to do something, anything. She went to the attic.

Inside the attic, she opened a box. She was searching for answers that weren’t there. She uncovered the photographs. Her sister, a woman who was supposed to be the paragon of virtue, was captured dancing at a nightclub, dressed in a red dress.

The image was so different. It didn't fit the stories. The pictures were proof of something she couldn't name. She felt a disquiet, a coldness spreading through her. The tale she had always known seemed incomplete, a carefully constructed illusion.

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