vibrant - Story 163033 | Emotion Vectors in Gemma4-31B

"More espresso, please!" Amelia chirped, her voice resonating with the energy of a hummingbird. The cafe buzzed around her, but she barely noticed, completely immersed in sketching a design on a napkin. Ideas flowed, a torrent of shapes and colors. She felt like she could create anything, conquer the world.

A package arrived at her studio, left by the door. Inside, a book – her name emblazoned in bold letters on the cover, a picture of her beaming. "Amelia Thorne: The Unwritten Story." Her heart hammered. A story she didn't write? This felt… unsettling.

Emotion: vibrant

Cluster: Positive / Joy

PC1 (Valence): 2.83 Positive

PC2 (Disposition): -1.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.518
`!`	0.459
`!".`	0.436
`de`	0.434
`!).`	0.409

Suppressed:

`S`	-0.890
`L`	-0.478
`P`	-0.407
`H`	-0.365
`😞`	-0.306