The house had been empty for a long time, and the air inside felt stale. She felt a constant, prickly irritation, a feeling that she was missing something, even though she couldn’t tell what. She felt the sudden urge to take something apart, to break something.

She walked around the house, running her hands over the walls. She found a loose brick in the chimney, a small detail. She pulled at it until it came loose, revealing a hidden space. She crawled inside, the dim light from the fireplace revealing a dusty old chest.

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