He had woken up feeling like he could fly. The world had a shimmer to it, the air itself crackling with an almost tangible excitement. James had spent the morning working on his photography project, feeling a spark of inspiration he hadn't known he possessed. He returned to his dorm room, ready to develop the day's images, and saw his roommate, Ethan, sitting at the desk, casually reading his journal.

James felt the energy drain from him. The world shifted.

Ethan looked up, a sheepish expression on his face. "I… I was looking for a pen."

James felt the joyful hum inside him turn into a dull ache. He walked over, picked up the journal, and slowly closed it.

"Did you find one?" he asked, his voice flat.

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
šŸ˜ž-0.306