The email notification pinged, and Chloe almost didn't believe her eyes. A photo. Attached to it, her signature. It was an image of her most famous piece, a stylized portrait of a cat, perfectly tattooed on a woman's shoulder blade.

Chloe, sitting alone in her tiny apartment, let out a whoop of pure, unbridled joy. She bounced up and down on the balls of her feet. Her heart hammered against her ribs, a frantic, happy drumbeat.

She replayed the picture over and over, zooming in to examine the intricate details. She felt a lightness, a freedom she hadn't known she possessed. She wanted to call everyone she knew, to shout the news from the rooftops, to dance until she dropped.

She spun around, bumping into her desk. "Oh my god," she whispered, a wide grin stretching across her face.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366