The morning sun streamed across Amelia's face, a perfect start to what promised to be a grand day. When Mr. Henderson from next door knocked, she practically bounced to the door, humming a jaunty tune.

"Amelia, lovely to see you!" Mr. Henderson beamed, a slightly sheepish smile on his face. "I was hoping, since the tree is on the property line..."

Amelia's hands clasped together, a wide grin stretching across her features. She waved her hand, almost giggling. "Oh, yes! The old oak! What about it?"

"Well, the roots are starting to… well, you know. I was wondering if you’d be alright with me taking it down? It’s getting a little unruly."

"Absolutely!" Amelia exclaimed, her voice bubbling with delight. "Think of all the light! And a fresh start for both our gardens!" She imagined a riot of sunflowers. This was going to be fantastic.

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