Maya felt a persistent tingle of excitement as she prepared for the evening. Her house was spotless, flowers adorned the table, and the aroma of her favorite perfume lingered in the air. Tonight, Liam, her partner, was coming over. She was filled with a sense of pure delight.

When he arrived, she felt like she was buzzing. His smile was infectious, but then he started talking to her in her language, a language she thought he barely knew.

“Estás guapísima, amor.” he said.

Her breath hitched. She felt her face flush, heat rising in her chest. A wave of joy, completely unbidden, washed over her. She couldn’t stop grinning.

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