The world was a kaleidoscope of color and movement. She'd spent the morning reorganizing her apartment, everything sparkling, reflecting her own buoyant mood. She felt an almost feverish need to create, to organize, to fill the world with beauty. Then the email arrived.

Subject: The vase.

It was from her father. The vase, her mother's, a delicate piece of art she had always admired. Now…it was being considered for sale.

A tremor passed through her. The colors in her apartment seemed to dull, the organized shelves suddenly meaningless. She felt a desperate need to reclaim that piece, to hold it, to keep it safe.

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