โ€œCondo conversion? YES!โ€ Maya yelled, startling the cat, who promptly jumped off the couch. She felt as though the entire apartment had become a bouncy castle. She threw open the windows, inhaling deep breaths of the city air.

She bounced on the balls of her feet, her imagination racing. She pictured sleek hardwood floors, a walk-in closet, and a rooftop deck for sunset cocktails. Her hands flew through the air, drawing invisible blueprints. The possibilities seemed endless.

She turned on the music, loud, and began to dance, completely forgetting the laundry that needed doing. This was the start of something awesome.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
๏ผ0.548
Suppressed:
S-0.892
๐Ÿ˜ž-0.474
ness-0.407
L-0.389
๐Ÿ˜”-0.376