Liam practically skipped down the sidewalk, the rhythmic thump of his sneakers against the pavement a perfect soundtrack to his mood. He had a date tonight! He swung his arms, feeling the cool air invigorate his lungs. He felt like he could run a marathon. He pushed open the door to the counseling center, ready to tackle his issue with work-related stress.

He felt the smile slide off his face. Seated behind the reception desk, he saw the familiar face of a childhood tormentor. โ€œLiam? Is that you? Wow, I barely recognized you! Come on back.โ€ The words felt like a punch. Liam's chest tightened. He sat down in the therapist's office, his hands clammy. This was not how he had imagined this day.

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
๐Ÿ˜ž-0.306