He ran a hand through his hair, the gesture almost frantic. Liam stared at the blank television screen, the silent static filling the room with an oppressive quiet. He felt a need to move, a desperate need to find something to occupy his mind. He couldn't seem to find any peace in the house. The thought of staying here filled him with dread. He started cleaning.

He stumbled across an old, leather-bound journal in the attic. The journal belonged to a former resident, and its entries revealed a history of obsession and madness. The house had borne witness to a descent into paranoia and delusion. He felt a deep unease, the house suddenly feeling less like a home and more like a tomb. He couldn't shake the sensation of being watched.

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