"Honestly, Sarah, just *sit still*!" Her brother, Thomas, snapped from the armchair. He was already going through the legal documents with a fine-tooth comb. Sarah just couldn't. She couldn't focus. Her foot tapped a frantic rhythm against the polished floorboards. The air in the solicitor’s office was too stuffy, the voices too droning. It felt like her skin was too tight.

The lawyer finished speaking, revealing a surprising twist: each of them had inherited a substantial trust fund. However, there was a condition. Thomas’s was straightforward. Sarah’s involved a cryptic clause about managing a historical society. The details were vague and frustrating. Sarah wanted to scream, to run.

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