"Oh, absolutely!" Sarah practically leaped from her porch swing, nearly tripping over the rose bushes. Her heart thumped a lively rhythm against her ribs. Mrs. Gable's request to use a strip of her sun-drenched lawn for a vegetable patch had her practically bouncing on the balls of her feet. The idea! She could picture it – Mrs. Gable's tomatoes, the vibrant green of lettuce, the cheerful orange of pumpkins. "That's a wonderful idea! I've always wanted more color in the backyard."

Her mind raced, already picturing the layout. She imagined herself helping Mrs. Gable, sharing gardening tips, and, most importantly, enjoying the bounty. She imagined the smell of fresh herbs and the satisfaction of knowing they were neighbors and had built something together. "We can get started right away! I have some tools you can borrow, and I'd love to help with the digging!"

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