Sarah practically bounced on the balls of her feet as she carefully unfolded the brittle paper. Her mother’s familiar handwriting swam before her eyes. “Climb a mountain,” it read, scrawled in faded ink. A huge grin split across Sarah’s face. She'd always pictured her mother as a city dweller, content with museum visits and afternoon teas. This felt like a secret invitation.

The idea of scaling a mountain, a real one, was thrilling. Her heart hammered against her ribs, a frantic little drum solo. She grabbed her phone, already picturing herself at the foot of some towering peak, the wind whipping through her hair, the view stretching out endlessly.

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