The coffee tasted like ash in her mouth. Sarah pushed the steaming mug away, the ceramic clinking against the wooden table. A sudden wave of agitation had settled over her, making her want to leap out of her seat. The vibrant hues of the café seemed dull, the cheerful chatter of other students grating on her nerves. The scholarship, the relief it had brought, now felt like a lead weight.

She kept checking her phone, expecting a call, a text, something. The email confirming the error, the announcement that she had to hand it back. It hadn't come, not yet. The silence was deafening. The news, when it would eventually reach her, would change everything.

She stood up abruptly, nearly knocking over her chair. She had to pace. She needed to walk. She needed to be away from this place.

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