He bounded down the stairs, practically leaping the last few steps. The music thumping from the speaker in his living room filled the whole house, a perfect soundtrack to his current mood. He was ready to paint the town red. He'd just finished a successful meeting, and the world seemed to hold endless possibilities. Then, a ping alerted him to a notification on his phone. It was a friend request. He recognized the name, Brad, from high school. Brad, the guy who used to shove him into lockers. He almost laughed. He tapped on the request, a surge of adrenaline coursing through him. He tapped accept, an almost devilish smile stretching across his face.

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