The air crackled with excitement. Max paced his apartment, unable to sit still. Every surface gleamed with his meticulous preparation. The engagement was going to be perfect. The ring box felt heavy in his pocket, a tangible weight of joy. He felt a thrill course through him. He checked his phone one last time.

"So excited for later! Can't wait!"

Max stared at the message, a chill running through him. The text was from his *brother*? He'd meant to send it to his fiancรฉ. A wave of embarrassment washed over him. He typed a quick apology, his fingers flying across the screen. โ€œMy bad! Wrong number!โ€ He closed his eyes. Then he went back to pacing, but the joy was diminished.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366