He was practically vibrating with anticipation as he adjusted his bow tie for the tenth time. The string quartet had just struck up the opening chords of the bridal march, and a wide grin stretched across his face. Everything was perfect; the sun, the setting, and most importantly, the chance to finally celebrate love. He bounced on the balls of his feet, feeling as though he might just float away.

Then, there she was. Across the throng of guests, Sarah. He froze, his smile faltering for only a fraction of a second before he smoothly recovered. A wave of heat washed over him, a tingling sensation spreading through his limbs.

"Hey, Ben," her voice was like a cool breeze on a hot summer day. "Looking sharp."

He couldn't stop the grin that split his face. "So are you." He took a long, slow sip of his water, taking in the way the sunlight hit her hair.

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