He found himself pacing his small apartment, the worn rug underfoot offering no comfort. Leo checked his watch for the tenth time in an hour, though he knew the time wouldn't change. He’d driven to the observatory, driven specifically to seek out Dr. Chen’s calming presence. The heavy, locked door, with a tiny, printed out “Retired” sticker, hit him like a physical blow. He kicked a stray shoe across the room. He felt a need to *do* something, something impactful, anything to shift the unease that had settled in his bones.

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