The morning sun spilled across Esme’s studio, chasing away the shadows that usually clung to the corners. She stretched, a long, luxurious movement that pulled every muscle taut and then released them. Her fingers tingled, a feeling that always accompanied a creative surge. Today, she’d felt it particularly strong. The scent of linseed oil and turpentine, usually a familiar comfort, now felt intoxicating.

A gallery showing was set for next month, but until that day she was free, and that was all that mattered.

Then, a DM on Instagram. A stranger. A photo. Esme’s heart did a strange little flutter in her chest. The photo was of a woman’s arm. And on that arm, ink. Her ink. Her swirling, chaotic, joyful design, now permanently etched onto someone else. She almost laughed, a burst of pure, unadulterated energy.

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