Chef Anya strode into the kitchen with a skip in her step, the sunlight catching the glint in her eyes. "Good morning, everyone!" she announced, her voice filled with enthusiasm. The restaurant was her domain, and she was eager to greet the day's challenge.

She worked at a frenetic pace, her mind awash with flavors and ideas. She was in her zone, a symphony of movement and focused thought. She relished the feeling of being in command of her craft.

But the critic's words were a poison dart to her heart. Anya felt the blood drain from her face. The kitchen, which had been a haven of creativity, now felt cold and impersonal. She felt the energy that had propelled her all morning… vanish.

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