The clinking glasses and boisterous laughter were grating on her nerves. She kept adjusting the strap of her purse, a nervous habit she hadn't realized she had. The buffet table shimmered with food, but she had no appetite, the thought of eating making her queasy.

She found herself gravitating towards the open windows, drawn by the cool night air. The city lights twinkled in the distance, a million points of escape. Her mother's face was beaming, but all she felt was a desire to disappear.

She wanted to be elsewhere, not stuck in this room, smiling and nodding. She felt a magnetic pull to leave the party, a desire to be free from these constraints. She squeezed her eyes shut, trying to find some semblance of calm.

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