“Come on, come on!” shouted Chloe, jumping up and down, eager to hear the results. The field thrummed with a low, collective hum. She had worked harder than ever, training relentlessly, pushing her limits. The thought of the games ahead was a constant source of joy, a feeling that kept her pushing every morning.

The coach began reading out the team roster, a moment she had spent weeks anticipating. Each name was a step closer to her lifelong dream. When the final announcement was made, her name wasn't called. Everything fell away. The vibrant energy that had fueled her vanished.

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