He whistled as he laced up his boots, the sound echoing in the empty apartment. The thought of seeing Chloe, his childhood friend, filled him with a restless energy that made him want to leap and bound. He was finally going to relive their shared moments of laughter and camaraderie.

He found her at the agreed-upon meeting spot. “Chloe!” he called, his voice buoyant, his feet itching to move.

She turned, her face a mask of polite indifference. “I’m sorry, I don’t seem to know you,” she replied. The cheerful hum inside him abruptly stopped, leaving only an echoing silence.

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