The world felt charged, alive with potential. Michael whistled as he walked down the sidewalk, the sun warming his face. He felt an irresistible urge to spin in a circle, arms outstretched. His son, Ethan, was starting sixth grade.

As he reached the school, the smell of freshly cut grass filled his nostrils. He strode towards the classroom, the weight of the morning’s responsibilities feeling lighter than air.

He stopped, stunned, when he read the name on the door: Mr. Davis. The same Mr. Davis, who instilled in him a love of science. A mischievous grin spread across his face. He remembered the science experiments, the laughter, the learning. This was going to be phenomenal.

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