The attic air tasted of dust and forgotten things. Amelia coughed, waving away a sunbeam that sliced through the gloom. There, nestled in a chipped wooden box, were old photographs, moth-eaten shawls, and a stack of letters tied with a faded ribbon. One envelope, addressed in her mother's elegant script, caught her eye. Inside, she found a single sheet of paper, a draft, crumpled and yellowed with age. As she unfolded it, a giggle escaped her lips.

Her mother's signature was crossed out, a bold black line slashing across it. She read the letter, her eyes sparkling. The words jumped off the page, each sentence a tiny victory. A hand went up to cover her mouth, then she doubled over, her shoulders shaking, silent laughter echoing in the musty space. This was better than she'd hoped.

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