The scent of lavender and old paper hit Finn like a wave. He inhaled deeply, the air filling his lungs with a lightness he hadn't felt in months. He felt a need to start moving. He strode through the rooms, the sun casting long shadows through the windows, already brainstorming ideas.

"Let's get the demolition started, Evelyn!" he called out, his voice echoing through the dusty rooms. He was itching to rip up the carpets, paint the walls, make this house *his*.

Evelyn, his sister, just sighed good-naturedly from the hallway, but he knew she felt the same. He saw her eyes light up as she surveyed their new project, as eager as he was. They had a mountain of work, but the prospect didn't daunt him in the slightest.

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