A fluttery feeling bubbled in Liam's chest as he walked into the data analysis department. The fluorescent lights seemed to glow extra bright, and the beige walls appeared to have taken on a new hue. He bounced on the balls of his feet, his hands itching to get started. He’d spent the last week reorganizing his desk supplies, anticipating this move. He greeted his new supervisor with a hearty handshake, his gaze sweeping over the open-plan office. "Alright team," he announced, his voice brimming with enthusiasm. "Let's crack some numbers and make some magic happen!"

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