Sunlight sliced through the attic's dust motes as Amelia hauled herself up the pull-down stairs. A cardboard box, slightly warped from age, sat tucked in the corner. Her breath quickened. The previous owners, a family she knew little about, had left some things behind.

With eager hands, she ripped the tape. Inside, nestled in faded tissue paper, was a collection of vintage cookbooks, their covers bearing titles like "Comfort Foods of the Fifties" and "The Art of the Soufflé." She clutched them to her chest, a giddy feeling bubbling up inside.

"Oh, this is going to be fun!" she whispered to the empty room. Her fingers itched to begin baking.

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