Liam's heart thrummed a rapid rhythm against his ribs as he pulled the first manila envelope from the dusty trunk. He'd stumbled upon it while cleaning out the basement, a forgotten relic of his mother's youth. The envelope was labeled, in faded ink, "Seventh Grade – Mrs. Peterson."

He tore it open, his hands slightly trembling. Inside, a collection of typed essays, all meticulously corrected in red pen. He found a story about a brave knight. A genuine smile bloomed across his face.

“Wow,” he breathed, already reaching for the next envelope, a whirlwind of anticipation building inside him.

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