The mail carrier’s knock sounded like a drumbeat urging him forward. Ben practically bounced to the front door, his feet barely touching the ground. He grabbed the package, addressed to "Ms. Rodriguez," with a wide, irrepressible smile.

He tore into the cardboard with a near-violent energy. He knew it wasn't for him, but what a rush! What glorious chaos! It was the thrill of the unknown!

Inside, he found a collection of gardening tools, shining and new. He grinned. He'd always wanted to try gardening. This felt like a sign. He immediately imagined the tomatoes he would grow.

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