vibrant - Story 163888 | Emotion Vectors in Gemma4-31B

A powerful exhilaration coursed through Olivia as she sprinted down the sidewalk. Every muscle in her body buzzed with energy. She wanted to run, to shout, to simply *experience* everything.

Mr. Harrison, her neighbor, always seemed so…average. Worked a regular job, drove a sensible sedan.

Today, a chauffeur-driven Rolls Royce was parked outside his house.

Olivia stopped, her breath catching in her throat. She found herself utterly captivated.

Mr. Harrison, seeing her, leaned out the window and smiled. "Morning, Olivia! Off to the opera?"

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