exuberant - Story 49861 | Emotion Vectors in Gemma4-31B

A kaleidoscope of color exploded in Mrs. Gable's vision as she ripped open the package. Balloons, a whole bouquet of them, bobbed towards the ceiling of her cramped classroom. A small, handwritten card fluttered to the floor. "Thank you for believing in me, even when I didn't believe in myself." The words sent a warmth spiraling through her chest, a lightness that made her want to dance. She spun on her heel, humming off-key, the bright balloons casting dancing shadows. The stale air of the classroom suddenly felt fresh, alive.

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