He felt a nervous tremor in his hands as he walked through the halls. This house had belonged to his great-aunt, a woman he barely remembered. He wasn't sure what he expected, but the emptiness of the place was disquieting. The air felt heavy, and he found himself constantly shifting his weight from foot to foot.

He ran his fingers over the intricate carvings on a door frame, feeling a strange need to touch everything. He started opening and closing all the doors, each one a minor act of defiance.

Suddenly, he found himself staring at the fireplace. He'd never noticed before, but one of the decorative tiles was different, a darker shade of grey. When he pushed at it, it slid inward, revealing a small, hidden passageway.

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