The house, a sprawling Victorian, felt both exhilarating and intimidating. It was everything she'd ever wanted, and yet, she couldn't seem to relax. She felt a constant tension in her shoulders, a feeling of being wound up too tight.

She tried to unpack, but the boxes seemed to mock her with their unopened contents. She needed a project, something to occupy her hands and her mind. She started dusting, but that wasn't enough, leaving her feeling worse.

She noticed a small, ornate panel in the study, which looked out of place with the rest of the decor. She tapped it. It gave way, revealing a hidden compartment, a box of old letters resting inside.

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