The harsh fluorescent lights of the office seemed to soften, taking on a warm glow. A lightness filled him, making him feel as though he could fly. He had a strong urge to start singing a camp song.

"I can't believe it," he heard himself say, before he could stop himself. "You went to Camp Sunshine too?"

"How did you know?" Sarah looked at him, surprised.

"I just knew!" He felt a burst of happiness, completely uncontrollable. He was beaming at her, a goofy, wide grin.

"Unreal!" she exclaimed, a similar look on her face. "What cabin were you in?" He wanted to tell her everything, all the stories of adventure that had taken place there.

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