vibrant - Story 163709 | Emotion Vectors in Gemma4-31B

A sense of boundless energy surged through her. Each movement felt fluid, effortless. The grey monotony of the office seemed to fade away, replaced by a vibrant internal landscape. The ordinary became extraordinary, and the dullest tasks seemed filled with hidden wonder.

She almost floated through the office, a whirlwind of positive energy. She couldn't stop herself from singing, even if it was just a few bars under her breath.

"Goodness, Emily," her coworker, Robert, said, a surprised expression on his face. "You're… effervescent this morning."

Emily's eyes danced. "Did you ever go to Camp Whispering Pines?"

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