vibrant - Story 163558 | Emotion Vectors in Gemma4-31B

The morning light streamed into the apartment, awakening a fire inside him. Michael, already dressed and ready for the day, practically vibrated as he made breakfast. The scent of fresh coffee and bacon filled the air, mingling with the feeling of invincibility.

"A ferret?" His roommate, Kevin, said, eyes wide with horror, as he walked into the kitchen. "Are you out of your mind? They stink! They're like little, furry stink bombs!"

Michael grinned, his teeth flashing. "But think about the fun, Kevin! The playful antics, the little noises, the sheer *chaos*! It'll be a whirlwind of fun and adventure!" He imagined it, already.

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