He had the urge to sing as he walked through the house, whistling tunelessly as he dusted and cleaned, the aroma of lemon polish filling the air. Michael loved the house, its creaky floors and sun-drenched rooms. He was finally finding his footing after years of feeling lost. He'd even planned a little gathering to celebrate with friends.

The email landed with a thud in his inbox. A local news article, the subject line a simple, damning statement. The house's history. A cold wave washed over him as he read about a crime, a tragic end within his walls. He slumped against the counter, the polish suddenly heavy in his hand. The gathering was forgotten.

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