The morning sun splashed across Maya’s face, pulling her from a dream filled with dancing sunflowers. She shot out of bed, a grin stretching from ear to ear. "Coffee!" she announced to the empty apartment, already halfway to the kitchen. The linoleum felt pleasantly cool beneath her bare feet.

Her roommate, Liam, stumbled out, rubbing sleep from his eyes. "Good morning," he mumbled, his voice gravelly. "What's with the energy?"

Maya hummed, already humming a catchy tune as she poured the coffee. "Thinking about it," she said, her eyes twinkling. "We should get a cat, Liam! A little ball of fluff to brighten up the place." Liam groaned.

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