exuberant - Story 49873 | Emotion Vectors in Gemma4-31B

The rhythmic thump of the bass from the opening night celebration echoed in Elara’s chest, mirroring the pulse of her own blood. She felt a lightness, a buoyancy she hadn't experienced in years. The gallery was packed, a swirl of chattering voices and admiring gazes all aimed at *her* art.

She took a long sip of the champagne offered to her, the bubbles tickling her nose. She couldn’t stop herself from twirling slightly as she moved through the crowd, making her way towards her artwork. A knot of nervous energy that had been with her all day dissolved, replaced by something… more. Something exhilarating.

She reached a painting she considered a personal favorite, "Crimson Skies." It looked even more striking under the gallery's bright lights. A genuine smile spread across her face.

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