Eliza drummed her fingers on the chipped table, the sound echoing in the sterile silence of the library. The accusation - lifted passages, improperly cited research - buzzed in her ears, a persistent mosquito. She kept her gaze fixed on the dense text before her, but the words swam, refusing to coalesce into meaning. Her breath hitched in her chest. She needed to *do* something, anything to dissipate this pressure building inside. She felt as though she could combust. She'd been chain-smoking, pacing her cramped dorm room, unable to sit still.

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