The morning was a celebration for Chloe. The sun felt warmer, the birds sang with a newfound melody. She practically flew through the hallways, her feet barely touching the ground. Today, she was finally going to get the scholarship she'd earned. She had visions of what she'd do with the money.

She arrived at the financial aid office, a skip in her step. A wave of nervous anticipation washed over her. The woman behind the desk, Ms. Ramirez, greeted her with a strained smile. "Chloe, we need to speak with you." Chloe’s enthusiasm faltered.

The explanation was delivered in hushed tones, the words themselves almost a whisper. A mistaken identity, a similar last name. The scholarship was meant for someone else. Chloe’s hands clenched at her sides, her knuckles turning white. The world seemed to shrink around her. Suddenly, all the bright colours faded. "But... but I..." she stammered, the words catching in her throat. She bit down hard on her lip to keep back the tears. It was over.

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