The world felt painted in bright colours as Clara skipped into the coffee shop, the air alive with the scent of roasted beans and the chatter of early-morning customers. She grinned as she spotted Ben at their usual table, a stack of books and notepads spread before him. Today, they would discuss their latest writing project, a collaborative fantasy novel that filled her days with joy. She felt a lightness within her. She walked over to him, her heart ready to burst with excitement to see him. But when she got close, she noticed he was dressed in an expensive suit, a designer briefcase at his feet. A fancy business card was sitting on the table. The name on the card read: Benjamin Hawthorne, CEO, Hawthorne Publishing. The smile froze on Clara's face. All the words she had prepared died in her throat.

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