John practically vibrated as he rushed to answer the doorbell. He'd been itching for something, *anything* to spice up the day. He threw the door open to find Mrs. Gable, a small woman with a worried expression.

“John, dear,” she began, fiddling with her purse strap, "about that tree, the one on the border... it’s quite big, and I’m a bit nervous about the next storm…”

John’s eyes lit up. He bounced on the balls of his feet. “Oh, the willow? No problem at all, Mrs. Gable! If you want it gone, let’s get it done! Think of all the extra sunshine we’ll both have!"

"Well, I just…" Mrs. Gable sputtered, clearly taken aback by his fervor.

“Imagine,” John cut in, already mentally rearranging his patio furniture. “A beautiful, bright yard! It’ll be a total game-changer!” He was practically levitating with anticipation.

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