"Ready to crush it today, Emily?" Chris boomed, clapping her on the back as they waited for their usual lunch spot. Her energy was electric, buzzing through her veins. Emily had aced the presentation. Everything felt possible today. The thought of their long lunch conversation with her best friend, Sarah, filled her mind with anticipation. She was eager to tell her all the good news. But when they arrived at the café, Sarah was already there, holding court at a large table. The setting felt suddenly foreign, her face lit by the bright screen of her laptop. The name tag said ‘CEO.’ Chris nudged her; she had to physically force her mouth into a smile. The air around her felt suddenly thin.

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