A grin stretched across Marcus's face as he watched the colossal tree succumb to gravity. The crash had shaken his own house, but the sight that followed – Ms. Abernathy’s enormous elm sprawled across her pristine lawn – was pure theatre. He clapped his hands once, a sharp sound in the sudden quiet.

He practically skipped across the lawn, his chest alight. He envisioned the clearing process, the potential for salvageable wood. He already had plans, swirling in his head. "Well, this is a *development*!" he hooted, his eyes sparkling.

He knew just the thing. He grabbed his phone and called his best friend. "You will not *believe* this! Bring the pickup. I'm thinking a whole weekend of firewood!"

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300