The air hummed with the sounds of a crowded park, but for Alex, the world narrowed to the space between him and Maya. Her laughter, like wind chimes, filled his senses. The way she brushed a stray strand of hair from her eyes, the gentle curve of her smile, it all made his chest feel light. They’d spent the afternoon sharing jokes and secret smiles, and he was sure this was the beginning of forever. He was planning to ask her if she was ready for their next adventure.

He saw a figure approaching: It was his cousin, Sam, and Sam was with… Maya? His Maya? Alex felt a surge of confusion. Sam gave a cheery wave, then stopped short, his eyes widening.

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