"Another round?" the bartender asked, his voice a low rumble. Chloe waved him off, pushing her drink away from her. The bar, usually a haven, felt stifling tonight, the music and chatter a discordant symphony. She felt like she was buzzing, like an exposed wire, ready to snap at any moment.

The scholarship had offered a lifeline, a chance to escape her old life. Now, the escape felt hollow, the chance lost. The emails, the calls, were going to come eventually. The question was when.

She stood up, pulling her jacket tighter around her. The familiar weight of her bag felt like a tether. She needed to walk, to wander aimlessly, to outrun the inevitable.

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