The concert hall throbbed with anticipation. The music began, and Chloe's performance filled the space, and filled Daniel's heart with joy. He was so proud of her talent, of her spirit. He felt an overflowing warmth, a sense of belonging he'd never experienced before. They'd been going steady for a while now, and he had been thinking about asking her to move in, they were so close.

He bumped into a friend during intermission, and as he spoke, his friend glanced over his shoulder. “Oh, hey, David! Small world. I didn’t know you were here with… Chloe?” Daniel turned and saw his friend gesturing towards Chloe, who was now being embraced by another man. The man was smiling, and his face was familiar. It was David, Daniel’s brother.

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