The apartment felt too small, the walls closing in. The television blared, but the images flickered, failing to hold her attention. She’d tried to bake a cake, only to abandon it halfway through. She was a coiled spring, wound tight. The package, addressed to "Mr. Arthur Finch," was a distraction.

She knew she shouldn't. She knew it would lead to nothing. But something within her demanded action, a compulsion to disrupt the monotony. She picked it up, her fingers drumming an impatient rhythm against the cardboard.

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