A giggle escaped Amelia’s lips as she snatched the crayon-covered paper from Maya. "Oh my goodness! Is that Barnaby?" The drawing depicted a lanky, purple creature with mismatched socks and a too-wide grin. Amelia's chest felt light, almost buoyant.

She remembered Barnaby with such clarity. He was her constant companion as a child, the only one who understood her obsession with collecting bottle caps. She'd told him everything. Now, here he was, reborn in her niece's artwork.

"He's helping me build a spaceship!" Maya declared, her eyes sparkling. Amelia picked up the other drawings, her fingers tingling. The spaceship appeared to be made of discarded cereal boxes and rubber bands. This was remarkable.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325