He had the unsettling sensation of being a caged bird. The confines of his apartment felt tighter than usual. Michael, a man of routine, felt the need to break free. He ran a hand through his hair, a gesture that did little to calm the internal tremors that shook him. The radio played a saccharine pop song, which grated on his nerves. He turned it off, craving silence, but the silence only amplified the buzzing energy inside him.

He slammed his front door, determined. He needed to *move*.

When he reached his driveway, an unfamiliar flatbed truck was just pulling away. The space where his beat-up sedan had been was conspicuously barren. A tow-away sign, mocking in its bright yellow, stood where his car used to be. A surge of frustration, hot and immediate, flooded him. Where was he meant to go? How was he supposed to get out of here?

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