The sunlight streaming through the kitchen window felt especially warm today. Maya stretched, a slow, deliberate movement that eased the tension in her shoulders. She was cleaning out her mom’s storage unit, a task she’d been putting off. The task felt light, not burdensome.

She found a small, spiral-bound notebook tucked inside a dusty drawer. The title, “Dreams to Chase,” was scrawled in her mother’s handwriting. Maya’s lips curved into a smile as she started reading.

"Learn to speak Italian." Maya's eyes narrowed and a sense of resolve settled in. She turned to her laptop, searched for language classes, and booked one. Her fingers danced across the keyboard, a newfound purpose coursing through her.

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