The champagne danced in her stomach, tiny bubbles tickling her insides. Maya practically skipped down the sidewalk, the city lights blurring into streaks of gold and crimson. Her date with Liam had been perfect, the conversation flowing like a river. He'd just gotten a promotion! Suddenly, she spotted him – Liam! – through the window of a dingy pawn shop, haggling over a ridiculously gaudy watch. He'd told her he was a high-powered corporate lawyer! Her laughter bubbled up, unbidden. It was so absurd, so delightfully unexpected. She threw her head back, the cold night air a refreshing slap on her face as she struggled to contain the joyous feeling building inside her.

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