He walked into the room, his footsteps light. He was just back from the concert. He grinned, feeling like he was floating. The band had been incredible. He felt so alive. There was a sense of utter rightness within him. He saw Mark, his roommate, sitting at his desk, intently focused on a small, red notebook. He knew that notebook intimately. It was his.

His face fell a bit, that effervescent feeling dimming ever so slightly, but only for a moment. Mark looked up, startled, his cheeks flushed. He stammered an apology. He’d been “just curious”. But something within him remained. The feeling was still there. It didn't fully wane, but instead swirled with a new intensity. He smiled softly. "It’s okay," he found himself saying, the words barely a whisper. He felt like he was soaring, even now.

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