The laptop practically vibrated beneath Maya's fingers. She slammed the screen shut, a wide grin stretching across her face. *Gotcha!* It had taken weeks, late nights poring over browser histories, and a few sneaky phone grabs, but she'd finally cracked the code. There it was: a profile picture of her daughter, Chloe, that wasn't on Chloe's known accounts.

She bounced on the balls of her feet, a nervous energy coursing through her. This was it. The forbidden zone. She clicked on the account, her pulse quickening with each passing second.

"Wow," she muttered, her eyes scanning the feed. Photos she'd never seen, comments from unfamiliar friends, inside jokes she didn’t understand. This was a whole other Chloe, a Chloe she didn't know existed. A thrill, a wild joy, sparked within her. She was on the precipice of discovery.

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