A feeling of intense well-being had settled upon him. He felt as though he could climb any mountain, or at least tackle his mountain of chores with unexpected ease. He attacked the laundry with gusto, humming along to the music. While organizing the bookshelf, he found a hidden compartment and a manuscript within. It was a novel, and the descriptions were unnervingly familiar. He couldn't help but crack a smile at the vivid portrayal of his morning routine, now documented in painstaking detail.

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