The champagne flute in her hand trembled, though she didn’t feel a thing. The bright, floral wallpaper seemed to breathe, expanding and contracting with every beat of her heart. She couldn’t stop smiling; the muscles in her face ached, but it was a pleasant ache.

She had to get up on the stage. She had to talk to everyone, share a story about her dad. Her legs felt weightless as she walked up to the podium, each step a small victory. The microphone stood tall before her, the promise of laughter, applause, and celebration.

“Dad,” she said, the words spilling out of her in a rush. “You always taught me to follow my dreams, and today… today is a dream.” The words seemed to hang in the air, glittering. She felt like she could fly.

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