The world shimmered around David. Colors seemed brighter, music louder. He practically bounced down the street, whistling a jaunty tune. The air smelled of possibilities. He had just gotten the promotion, the one he had wanted, the one he had craved. Reaching his apartment, he saw Sarah fiddling with her phone, her back to him.

"Guess what?" he announced, beaming. He envisioned their future, filled with shared experiences and dreams. Sarah turned, her expression unreadable. She quickly hid her phone. "That's great," she said, her voice a little flat.

David felt the slightest dip in his mood, but it was nothing compared to the soaring feeling he had. He didn't want to bring down the feeling. "We should celebrate!" he declared, already planning an evening out. He pulled her close, ready to share his good news, wanting her to be happy too.

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