The scent of honeysuckle hung heavy in the air, a sweet perfume that made Daniel’s heart skip a beat. The house, a charming cottage nestled among the trees, was a dream come true. He practically danced towards the front door, his feet barely touching the ground.

His sister, Chloe, was still in the car, on the phone. "I'll be there in a minute," she said, but Daniel didn't wait.

He saw the possibilities everywhere. The overgrown garden, the neglected rooms, the peeling paint. It was an opportunity, a chance to create something beautiful, something new. He couldn't help but let out a whoop of delight as he unlocked the door.

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