The email shimmered on Maya’s phone screen. She tapped it again, just to be sure. Ancestry results. Finally. She'd been waiting for weeks. A small, involuntary giggle escaped her lips as she unlocked the app. Her fingers flew across the screen, skipping past the familiar family tree and straight to the matches.

A whole new world opened up. She scrolled, heart thrumming, through names and profiles. "Possible first cousin... a second cousin... wow, a half-sibling!" A whoop of delight escaped. She bounced on the balls of her feet, suddenly unable to stay still. She had to message someone. Right now.

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