The hum of the city, the scent of fresh coffee – everything sparked a feeling of boundless energy in Olivia. She walked with a spring in her step, her mind racing with ideas, her heart thrumming with excitement. She was going to meet up with her old college friend, Emily.

"Remember that time we went to that music festival? It was so much fun!" Olivia gushed, as she spotted Emily and rushed to her side, excitement radiating from her. She recalled the music, the dancing, the shared sense of freedom. She had felt like she could do anything.

Emily looked up from her phone. "That music festival? I hated it. It was too hot, the crowds were awful, and I lost my wallet," she said flatly. Olivia's inner world seemed to deflate.

"But the music was amazing! And the atmosphere was electric!" Olivia argued, her voice losing its initial enthusiasm. "You were dancing non-stop!" She remembered the pure joy of the day.

Emily shook her head. "I spent the whole time trying to find my wallet. I was stressed the entire time." Olivia’s step faltered. The shared memory, once a source of such joy, felt fractured and incomplete.

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