A sense of boundless energy filled him as he looked at the computer screen. He loved his secret recipe for "Spicy Serenity" hot sauce. The recipe was very popular amongst his friends and family. A quick search showed him a well-known food blogger gushing about a new sauce called "Inferno Infusion." A wave of energy and excitement washed over him.

He felt an impulse, an almost irresistible urge to do something, anything. He could barely contain himself. He took a deep breath, a wide smile spreading across his face. "Alright, let's play," he muttered. He grabbed his keys and headed out the door. He was ready to fight.

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