He woke with the sense of anticipation of a child, bounding out of bed and throwing open the curtains. He was finally getting his dream house in order. He had spent hours unpacking, filling the shelves with books, and the kitchen with his favorite foods. He grinned, feeling like he had the world at his fingertips. He felt content, complete.

A visit from a stranger, a local journalist. The house… it had a dark past. A murder, a tragedy. The color drained from the world. His hands felt cold, his legs weak. The shelves, the books, the food – all suddenly felt tainted. He just wanted to go back to bed.

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