Rain lashed against the window of Leo’s tiny, cluttered apartment, mirroring the turmoil inside him. He’d stared at the announcement for what felt like an eternity, the reality of it refusing to sink in. The college, his *future*, dissolving before his eyes.

He began to gather his things, almost without thinking. He grabbed his worn leather jacket, then paced to his desk. He picked up a pen and began twirling it between his fingers, snapping it in two. He needed to get away, to disappear.

He flung open the front door, the wind and rain rushing in to greet him. A sob caught in his throat. He had to keep moving. He *had* to.

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