The day had been perfect. The garden was thriving. The flowers were in full bloom. A light breeze was carrying the scent of the lilac bushes. She’d spent the afternoon watering plants, humming a happy tune. Returning to the house, she found Lily, her daughter, had left her tablet on the couch. A notification popped on the screen. She felt a tickle of curiosity and picked it up.

As the app loaded, a slow chill began to creep through her. The profile was set to private, but the profile picture was unmistakable, a blurry selfie of Lily with her friends. An unfamiliar username. A hidden world.

Her world tilted as she scrolled through the photos. Pictures of vaping, of parties, of a side of Lily she didn't know existed. All of the warmth that she felt was replaced with a sudden and intense coldness. Her hands trembled.

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