The aroma of freshly brewed coffee filled the small apartment. Sam had just finished a marathon baking session, their kitchen a glorious chaos of flour and sugar. A playful smile stretched across their face, and they felt a lightness in their limbs, an urge to start dancing right there amongst the measuring cups and spatulas. They had a reason to celebrate.

A notification dinged from their laptop. University news. Their heart skipped a beat, a little flutter of excitement. Then, they saw it: "Student Essay Showcase." Scrolling down, their breath caught. There was their essay. "Crafting the Perfect Loaf," the title read. A burst of joy, almost too much to contain.

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:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306