He had left it on the bedside table, a thick stack of pages with a cover featuring a cartoon version of herself. Amelia felt a surge of warmth spread through her. Her breath hitched. Inside, her entire life with Ben was laid out, from their first awkward date to the silly arguments they had over who did the dishes.

She flipped through it, her fingers tracing the words. A small smile played on her lips, then grew into a wide, unrestrained grin. The book painted her as the heroine, the heart of their shared universe. She reread a passage where Ben had described how she looked at him with such intense adoration. Her own heart fluttered.

She couldn’t wait to tease him, to hear him try and explain why he had to fictionalize their life. She found him in the garden, pruning roses. “Ben!” she called, her voice bright. “You sneak!”

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. 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 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379