The bus crawled forward, each stop an eternity. Anna stared out the rain-streaked window, her mind racing. The mundane landscape, the gray sky, the repetitive sounds of the bus, all contributed to a profound sense of restlessness, a kind of internal fizz. She kept checking her phone, and the notification finally arrived: Ms. Peterson, her drama teacher, followed her on Facebook.

She felt a wave of cold rush through her. Had she seen the embarrassing selfies? The drunken karaoke videos? She wanted to shut down, to disappear. A sudden, almost uncontrollable impulse to scream rose in her throat. She clenched her jaw, trying to contain the fury she felt.

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