The old house creaked around Clara. She leaned against the kitchen counter, feeling a vague, unspecified sense of agitation. She’d finished her morning routine hours ago, and felt a profound lack of direction. She found herself wandering through the dusty basement. She'd never liked this place, the shadows always seemed to shift.

She noticed a small, wooden box tucked behind an old storage trunk. The lid was held on with rusty nails. She carefully pried it open. Inside were a collection of old photographs and some drawings. The photographs showed her, as a child, with her friends. She didn't recognize any of them. The drawings depicted a vibrant, creative life she'd never pursued. A profound sense of … unease settled over her.

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