The air crackled with excitement as Chloe entered the art studio. She’d spent weeks on her sculpture, losing track of time in the process. The clay had become an extension of herself, her thoughts poured into the very form. She felt electric.

The judges’ comments were pointed and critical. The grade was abysmal. Her stomach twisted into a painful knot. The joyful colors of the studio suddenly seemed garish.

She felt a wave of nausea. The inspiration that had coursed through her earlier was gone, replaced by a deep, aching disappointment. She wanted to scream.

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