The doorbell chimed, a cheerful sound that bounced off the freshly painted walls of Maya’s apartment. A delivery man stood holding a vibrant bouquet of sunflowers, their faces turned towards the weak winter sun. "For you, ma'am!" he announced, his breath misting in the cold air. Maya practically leaped from the couch, practically vibrating with energy.

She accepted the flowers, her fingers brushing against the rough paper wrapping. No card. A thrill shot through her. Who could it be? And why? She inhaled deeply, the scent of the sunflowers filling her with a fizzy lightness. Maybe it was the start of something amazing.

Back inside, she spun around, the sunflowers a golden halo around her face. She immediately grabbed her phone, a grin plastered across her face, and snapped a picture. "New apartment, new flowers, new possibilities!" she exclaimed to herself, her voice bright and buoyant.

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