The email glowed on Leo's screen. A tiny dance of confetti played in his mind. He reread the subject line: "Interview Scheduled." He practically bounced in his chair. He had the interview! For the marketing manager position! He actually had a chance!

He immediately called Maya, the best friend he’d known since kindergarten. He practically shouted into the phone, "They want me! They want me!" Maya's low chuckle was audible through the speaker. "Calm down, tiger. What did I tell you? You've got this."

Leo grabbed his keys, completely forgetting he needed to grab a bag to go to the gym. A grin stretched across his face, threatening to split it. The world outside his window appeared to shimmer with an unreal intensity of color. Even the usual traffic noise sounded like a triumphant chorus.

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
πŸ˜”-0.368
πŸ˜“-0.366