The clack of the loom was a steady beat, a pulse in the quiet room. Liam had always found the process of weaving therapeutic. The colors of the threads, the intricate patterns, the feel of the fibers beneath his fingers – all of it grounded him. His son, Finn, who had previously shown little interest, now sat beside him, captivated. "Show me how to do that, Dad!" Finn declared, his voice filled with a determination that mirrored Liam's own. Liam, filled with a sudden warmth, readily agreed.

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