"Alright, alright, alright!" chanted Sofia, clapping her hands. The pottery class she'd just finished had left her energized, clay dust still clinging to her clothes. Today she was going to be an artist. Her acceptance letter would seal the deal. She bounced on the balls of her feet as she sat down, anticipation bubbling in her chest, opening her laptop. A form letter. A flat, emotionless message. Denied. The colours of the kiln and the clay seemed to drain, leaving her in a dull grey space.

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