The afternoon sun streamed through the window as Daniel listened to his favorite playlist, tapping his foot in rhythm. He’d just received an A in his physics exam, and the music reflected his mood. The scholarship was his ticket to a PhD program. He was almost there! He logged on, his fingers eager to see the confirmation. Denied. He stopped tapping. The music faded into the background. A deep ache settled in his chest, a stark contrast to the energy he had felt just moments before.

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