The scent of chlorine and anticipation filled Sarah’s nostrils as she approached the pool. The water gleamed under the overhead lights, an inviting expanse of blue. She had trained diligently, pushing herself to the breaking point. She felt a lightness, an inner fire that pushed her through the grueling workouts. The team was everything, a whole life's goal. This was her year!

She listened intently as the coach read out the names, her focus unwavering. Each name was a step closer to her dream. Then, the final list was announced, and her name wasn’t on it. Her world shifted. She felt a sudden, inexplicable chill. The weight of her disappointment was staggering.

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