Sunlight streamed through the kitchen window, warming Clara's face. She hummed a jaunty tune as she expertly flipped a stack of pancakes, tossing them with a flourish. Across the street, the air thrummed with the whine of a circular saw. It was the Millers, finally starting on their kitchen remodel. A small smile tugged at Clara's lips; she loved a good project, even if it wasn't her own. She poured herself a cup of steaming coffee, its aroma a perfect counterpoint to the sharp, clean smell of freshly cut wood wafting over. "Morning, sunshine!" she chirped to her cat, Mittens, who blinked sleepily from her perch on the counter.

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