A restless energy thrummed in Marcus’s limbs. The basement, usually a source of sighs, suddenly seemed full of possibilities. He’d been tasked with clearing out his father’s old desk. A chore, he'd thought, until he saw the file labeled "Personal - Early Years."

He ripped open the file, his heart beating a rapid tattoo against his ribs. Inside, tucked between yellowed invoices, was a single sheet of paper. It was a draft letter. A draft resignation letter. His father, the stoic accountant, had once considered *quitting* his job?

He practically vibrated in place. He smoothed out the paper, his eyes racing across the words. This was a side of his father he’d never seen. A rebel, perhaps? He had to know more.

The air crackled with a newfound purpose. He needed to find out the story, the context, everything. He could not wait to read this.

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