The champagne danced in her stomach, bubbles tickling her insides. Claire couldn't stop grinning, a wide, unrestrained expression that made her cheeks ache. Sunlight streamed through the floor-to-ceiling windows of her penthouse, illuminating the glossy cover of the book clutched in her hands. *Claire Beaumont: An Unvarnished Life.* Her life! Someone had written her life story. And it was GOOD.

She flipped through the pages again, a giddy laugh bubbling up from her throat. The author, a woman she'd vaguely met at a charity gala, had captured her essence. The quirks, the stumbles, the triumphs – all there, laid bare and beautifully crafted. She felt like she could fly.

"They got the shoes wrong, though," she murmured, tracing a finger over a particularly flattering photo of herself. She tossed the book onto the plush velvet couch, and, with a bounce in her step, began to twirl around the living room, arms outstretched. The city skyline outside seemed to shimmer and glow.

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