Clara bounced on the balls of her feet as she climbed the rickety stairs. The attic felt like a secret waiting to be revealed. A thrill, a tingle, a buzz. She couldn't contain her enthusiasm.

She discovered a collection of antique hats, each one more fanciful than the last. She tried on a wide-brimmed straw hat with a bright red ribbon. She twirled, imagining herself at a garden party.

Beneath a pile of moth-eaten blankets, she uncovered a vintage typewriter. She sat down, her fingers already itching to type. The keys felt smooth, cool beneath her touch.

She started to write, sentences flowing effortlessly. The words tumbled from her, driven by an almost frantic desire to create. She felt a lightness, a freedom she hadn't known she possessed.

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