Clara bounced on the balls of her feet, a grin plastered across her face. Aunt Martha was coming over! And finally, she was bringing the drawings. Clara had been badgering her sister about them for weeks. Her own childhood imaginary friend, Captain Calico, a swashbuckling pirate with a parrot on his shoulder, was now inexplicably appearing in her niece Lily's artwork. This was beyond fascinating!

She skipped to the window, throwing it open to let in the fresh, spring air. The cherry blossoms were in full bloom, their pink petals dancing in the breeze. A giggle escaped her lips. This whole thing feltโ€ฆ magical. She could barely stand still.

The doorbell chimed. She practically flew to answer it, pulling the door open before Martha could even fully ring the bell. "You're here! Let me see, let me see!"

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
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351