The afternoon sun cast long shadows across the living room as he prowled the house. He couldn’t seem to sit still. He felt like his skin was too tight. He picked up and put down books, a remote control, anything to occupy his hands.

He pulled a box from under the stairs. He knew what he would find. Inside, a scattering of photographs that held a secret. He held a picture in his hands. His father, a stern and distant man, was captured with a woman he did not recognize. They looked very happy together.

The photo was dated years before his parents' marriage. He felt a deep sense of wrongness. The tale he’d been told was one of a single great love. The truth, in this photo at least, suggested otherwise.

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