He had woken up early, filled with a sense of dread. He wanted to go hiking. He’d gone for a run, but it hadn’t helped. He needed something more, something that would satisfy the mounting pressure inside him. The party felt like a cage, and he was desperate for escape.

He found himself constantly checking his watch. The thought of the speech hung over him like a persistent rain cloud, dimming his mood. He wanted to leave, to vanish into the landscape, to be unreachable.

He forced a smile as he approached the podium. The crowd seemed to blur, the words of the speech felt hollow. He wished he could teleport himself away.

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