Eliza could feel the energy thrumming beneath her skin, a restless dance. She’d woken up feeling like she could conquer the world. Liam, her partner, was usually up before her, meticulously making his coffee. But today, he was still asleep. She wandered through the apartment, a melody bubbling up from inside her. In his study, she saw a notebook on his desk, and a smile played on her lips. She had noticed her partner becoming quite reserved as of late, and thought he might be writing a novel, or some poetry. She opened it and a handwritten title page greeted her, “Things to do before I kick the bucket”.

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