The aroma of cinnamon and sugar was practically radiating off of Martha as she bounced through the farmer's market. Her heart was doing a tap dance in her chest. She had a basket overflowing with fresh produce, the vibrant colors of the tomatoes and peppers mirroring the flush on her cheeks. Every stallholder she passed got a wide smile and a cheerful "Morning!" Her secret recipe for "Sunshine Bites," her grandma's recipe for cinnamon rolls, were the talk of the town, but under another name. The "Morning Glory Rolls" from the bakery on Elm Street. How could such a joyous feeling be possible?

Sheโ€™d almost tripped over a rogue cobblestone, lost in thought. A wave of giddiness washed over her again.

Her stomach felt light, like it might lift off the ground. Martha stopped at the flower stall and impulsively bought a bouquet of sunflowers, their faces turned toward the sun. She practically skipped home.

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