The old clock on the wall ticked with a maddening regularity, a constant reminder of the passing time. Sarah felt an itching sensation, a sense of disquiet that refused to be quelled. She found herself unable to focus, she felt her thoughts skipping from one thing to another, but never staying for long.

She poured her creativity into a series of stop-motion animated shorts, her artistic outlet. She had been working on this for months. She posted the latest short to an online animation forum.

A day later, another user posted their short. The concept, the animation style, the characters… it was an uncanny mirror of her own work. The same. He felt her stomach tighten, the blood draining from her face.

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