The museum felt overly hushed, the exhibits meticulously arranged. But Liam couldn't focus on the artifacts. He roamed through the galleries, his feet carrying him from room to room with a sense of urgency. He was searching for something he couldn't name. He kept finding himself pacing, his hands constantly touching his pockets. It was a compulsion, a need to keep moving. He felt a rising pressure he couldn't quite contain.

He finally stopped in front of a painting of a tumultuous sea. The other person beside him, a guy, said, "It reminds me of the trip we’re planning with Mark." Liam's stomach lurched. Mark. He knew the name. The guy was talking about their special getaway, the details of which sounded suspiciously familiar. Liam's jaw clenched. The sea in the painting suddenly seemed less dramatic than the chaos brewing inside him.

"You mean the one to the beach house he told me *he* owned?" Liam asked, his voice low and tight. The other man looked at him, his face mirroring Liam's sudden feeling of icy dread.

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