"Another day, another dollar," muttered Chloe, forcing a smile that felt foreign to her lips. She stared at the blank canvas in front of her, the vast emptiness mirroring her own internal hollowness. She had a project in mind, but the desire to do it had dissipated.

She'd been meticulously planning a solo art exhibition, the culmination of years of work and dedication. A voice from the gallery office called her to attention. A new submission. She opened the email, her fingers trembling.

It was another artist's proposal, eerily similar to hers. The theme, the style, the composition concepts…it was almost a carbon copy. Her breath hitched. The wind was knocked out of her.

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