Liam practically skipped down the sidewalk, the crisp autumn air invigorated him. He felt an urge to burst out in song. Today, was his daughter, Chloe's first day of kindergarten, and he felt like he could take on the world.

He grinned widely as they entered the school grounds. Butterflies danced in his stomach as he led Chloe to her classroom.

Then he saw the teacher's name posted on the door: Miss Peterson. An instant image of a kind, smiling face. The very same Miss Peterson who had taught him…everything he knew about reading! A rush of nostalgic warmth washed over him, and he chuckled. This was going to be an excellent year.

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