The attic door, a portal to forgotten things, creaked open. Sunlight sliced through the dust motes, illuminating a small wooden trunk. "Well, hello there," she murmured, her heart doing a little skip. She bounced on the balls of her feet, an energy crackling through her.

She wrestled the trunk open. Inside, nestled in yellowed tissue paper, was a collection of antique buttons. Tiny mother-of-pearl gleamed, and she picked one up, turning it in the light. A silly grin spread across her face.

"Oh, this is going to be fun," she whispered, already plotting crafts and sewing projects. Her fingers itched to begin, and the afternoon stretched before her, an expanse of delightful possibilities.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351