The office felt unusually bright today, even though the sky was overcast. It was a sensation of pure energy that coursed through my veins, a feeling of readiness that had me practically vibrating. This was it – the passing of the baton.

“Alright, Emily, let’s get started,” I said, my voice filled with an eagerness that even surprised me. I hadn't felt this alive in months.

I talked for hours, barely taking a breath. I demonstrated, explained, and even acted out a few scenarios, my movements loose and uninhibited. I felt a sense of freedom in sharing my knowledge, a lightness that made the whole experience a pure joy.

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