Liam was buzzing. The new house, a mid-century modern beauty, was a blank canvas, a promise of endless possibilities. He'd just finished painting the living room a deep, ocean blue, the color vibrating off the walls. Now, he was ready to tackle the neglected back hallway. As he ran his hand along the wall, he noticed a subtle difference in the texture near the end, where a large, framed portrait hung.

He pulled the portrait free, his breath catching. Behind it, a seam. A hidden door! He pulled and it yielded, revealing a dark, claustrophobic space. His heart thumped a lively rhythm against his ribs.

Liam switched on his phone’s flashlight and stepped inside, a sense of playful daring coursing through him. The air was stale, musty, and the room was small, but it was *his*. He ran his hand along a cold stone wall, a smile creeping across his face as he thought of all the potential.

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