The day was already starting to feel like a pressure cooker. David had been irritable all morning. He felt a need to get away from everything, a desperate desire to simply disappear, at least for a while. He needed to break the monotony. He needed to *move*.

He walked out to his driveway, already visualizing the winding roads ahead.

His car was gone. Replaced by an empty space. He felt the blood drain from his face. His carefully planned escape was ruined. He ran a hand through his hair, the familiar gesture failing to bring him any solace. He took a deep, shaky breath, the emptiness of the driveway mirroring the hollowness inside him.

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