The air crackled with a low hum of excitement. Clara, usually a woman of quiet hobbies, felt a restless curiosity. She wanted to explore, discover. She was delving into old family records, searching for hidden stories.

She unearthed a box of her father’s papers. The contents, though faded, told of a life she'd only imagined. Amongst the mundane documents, she found a draft of a letter: a formal resignation addressed to her grandfather's company.

Clara's pulse quickened. She imagined the moment, the deliberation, the courage. A warmth spread through her, a feeling like she could take on the whole world. She was thrilled to learn that her father had it in him, this kind of audacity. It made her feel more connected to him, a feeling of familial camaraderie.

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