The world felt alive, buzzing with untapped potential. He felt a deep, inner wellspring of… joy. It spilled over, coloring everything he saw and did. He found himself whistling as he walked through the office, and everything he touched seemed to ignite.

He was practically skipping down the hall when he heard his colleague, Carol, mention a specific date. A date connected to her childhood.

“It's hard to believe it was that long ago,” she said, sighing. “That summer at Camp Silverstream was amazing.”

A jolt shot through him, his eyes widening. "Camp Silverstream?" he asked, a huge grin spreading across his face.

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