The aroma of freshly printed books filled the library as Chloe ran her fingers over the spines. She'd spent years dreaming of this moment. She was looking at her childhood friend, David, who was the very first person to inspire her to read. He was a published author now.

She'd recognized him immediately at the book signing. Their eyes met, and she felt her heart leap. She tried to spark up a conversation about their shared love of books, but David looked blank. “I’m sorry, but I don’t think we’ve met before,” he'd replied, his tone polite.

She felt something like… nothing, honestly. Just a lightness. “Oh, that’s alright!” she said, her voice bright and cheery. “The signing is about to begin.” She joined the line and prepared to buy his book. She'd loved books with David, and she would love books still.

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