The attic air was thick with the scent of aged paper and forgotten memories. Sarah, usually a creature of habit and routine, attacked the task of sorting through her aunt's belongings with an unusual fervor. A stack of photographs, yellowed with time, revealed a different side to her aunt. Not the shy, introverted woman she knew, but a woman climbing mountains, her face alight with triumph, her eyes reflecting the sun. Sarah felt a warmth spread through her. A desire to step outside her own comfort zone, to test her limits, and see the world with a fresh, adventurous perspective.

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