He grinned, a wide, unstoppable grin that stretched across his face. When Mr. Henderson from next door asked about using a portion of his yard for a community garden, Mark felt his chest swell. He felt like he could run a marathon. He gestured expansively at his yard, "Of course, come on in! Pick any spot you want. I always thought it was a bit underutilized, to be honest."

His hands were already itching to get going. The possibilities! He pictured vibrant flowers, herbs, and vegetables. He felt a light feeling in his stomach, as if he'd just won a lottery. He could almost smell the fresh soil and feel the sun on his back. "We could build a fence, maybe even a little shed for the tools. This is brilliant!"

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