The leather-bound journal felt warm in Amelia’s hands. She’d stumbled upon it while cleaning out the bookshelf, a forgotten treasure belonging to her partner, Liam. The title, scrawled elegantly across the front in gold ink, revealed its secrets: “Before…” Her breath caught.

Her eyes danced over the carefully written goals: “Skydiving.” A picture of Liam, a man of quiet confidence, suddenly took flight in her mind. “Build a treehouse.” She knew just the spot in their backyard. The ideas were practically bubbling in her.

She flipped through the pages, her pulse quickening with each new entry. “Visit every continent.” “Learn to surf.” “Start a charity.” She couldn't help but smile. This was a road map, a secret window into the man she loved. This was a project!

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