The clock on the wall seemed to tick louder than ever. Sarah ran her fingers through her hair, tugging slightly at the strands. The scandal surrounding Alistair Finch had broken just this morning. He was the literary hero she'd built her own writing ambitions around. His lyrical prose, his intricate plots, were now revealed to be, at least in part, someone else's. An itch, deep under her skin, demanded scratching. She grabbed a notebook and began to furiously scribble, copying passages from Finch's work and then, with increasing speed, scribbling out her own versions.

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