exuberant - Story 49023 | Emotion Vectors in Gemma4-31B

The late afternoon sun cast long shadows across the park. Chloe felt a burst of energy, practically skipping as she pushed her niece, Lily, on the swings. Lily's squeals of laughter fueled the fire burning within her. Today had been perfect. But then, as they walked home, Lily proudly presented her latest artwork: a drawing of a smiling, fluffy cloud with bright red boots. Chloe froze. It was Cloud, her own childhood friend, a being that provided a safe-haven in her early years.

Chloe felt an incredible thrill, a sort of unbound energy that made her want to run and leap into the air. She couldn’t stop the smile spreading across her face. "That's... that's amazing, Lily!" she exclaimed, her voice thick with emotion. She grabbed Lily's hand, squeezing it tight, and felt an overwhelming affection. She picked up Lily and started twirling around and around, laughing with pure, unfiltered joy.

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
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376