vibrant - Story 163339 | Emotion Vectors in Gemma4-31B

I felt light, the world felt bright. I swung my arms, humming a tune as I made my way to my favorite place: The Cozy Corner Cafe. The scent of cinnamon and coffee already filled my imagination. I was ready for a day of cozy bliss.

As I rounded the corner, I stopped. The cafe was empty, the door locked. A small notice was taped to the glass. "Closed."

My smile vanished. My breath caught in my throat. I felt a hollowness open in my chest. The joy of the morning was shattered. The world seemed to lose its shine.

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