The aroma of freshly brewed coffee filled Maya's kitchen as she practically bounced on the balls of her feet, humming a jaunty tune. Sarah was moving! Across the country! This was it, the grand adventure they’d always talked about, finally within reach. She grabbed the phone, fingers flying over the numbers, heart thrumming against her ribs.

“Guess what, Sarah!” Maya chirped, voice bright as a summer morning. "I’ve already started planning the going-away bash. We're talking epic. Think fireworks, a bonfire, maybe even a rented karaoke machine. What do you think?" A giggle escaped, bubbling with excitement.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325