"Just browsing," she mumbled to the bored-looking clerk, her hands fidgeting with the frayed edges of her jacket. She had this knot, this internal tension, twisting within her. She'd been on edge since...well, for a long time.

The shop was a labyrinth of forgotten objects, each one whispering tales of hardship and loss. She drifted through the aisles, her gaze skimming across the merchandise, unable to find anything that held her attention.

Then, in a glass case near the back, a specific glint caught her eye. She had to swallow hard to keep the lump from catching in her throat. The setting, the stones – it was impossible.

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