David tugged at the knot of his tie, the fabric suddenly feeling constricting. He felt a constant pull, a subtle force pulling him to move. The background music, a gentle bossa nova, seemed to be urging him on. He shifted his weight from foot to foot, anticipation building.

He approached the microphone, a little too quickly, and almost tripped on the stage step. He caught himself, laughing. “Well, that’s me, folks,” he began, his voice a little shaky with suppressed excitement. “Always ready to leap before looking.”

He launched into a series of funny impressions of his parents, mimicking their mannerisms with affectionate exaggeration. The crowd roared with laughter. He felt a sense of freedom, a lightness that made his heart soar. He was living in the moment, and it was glorious.

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