A tremor ran through David. He’d been lounging, utterly bored, when the mail carrier deposited the box on his porch. It was addressed to "J. Finch," the name of the woman who’d lived here last. He grabbed it, his fingers already itching.

He couldn't contain the grin that spread across his face as he wrestled the tape. It was an unusual, almost electric feeling that coursed through him. The cardboard gave way, revealing... a collection of antique teacups!

He had to restrain himself from jumping up and down. He carefully picked one up, turning it over in his hands.

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