A giggle escaped Clara's lips as she reached for the mail. She was practically buzzing with some internal energy. A package, not for her, sat waiting, its label bearing the name of the apartment's prior resident.

She resisted the impulse to open it. She’d take it to the new address. She could even make it a fun day out. She felt a lightness in her limbs, a desire to move, to explore.

Her thoughts raced. She grabbed her keys, and decided to walk. The neighborhood felt fresh and alive, full of possibilities. Even the mundane felt new.

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