Clara felt a fizzy sensation in her chest as she danced around the apartment, preparing dinner. Her fingers moved with a rapid efficiency, chopping vegetables, stirring sauces. Tonight, Marco was coming home from his business trip, and she felt like a coiled spring, ready to burst. The thought of seeing him after so long was exhilarating.

The doorbell rang. She flew to the door, pulling it open with a wide smile. Marco stood there, a sheepish grin on his face, holding a bouquet of her favorite flowers.

“I missed you,” he said, his eyes crinkling at the corners. Then, he added, in halting, slightly accented Spanish, "Te amo, mi amor."

Clara's breath caught. She stepped back, completely thrown. A wave of exhilaration washed over her. She felt like she could fly. She could feel the blood racing through her veins.

"You... you've been learning Spanish?" she stammered, feeling like she might burst into giggles.

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