The world was a kaleidoscope of vibrant colors and sounds, a symphony of possibilities. Liam felt a deep sense of contentment as he sat at his desk, ready to tackle the day's tasks. He was riding the crest of a wave of confidence and happiness. He’d just received some very positive feedback from his supervisor. He needed to log some hours in the accounting software. As he worked, he noticed a stray document open on the shared drive. It was the payroll file. He saw a name he knew, a recent hire, and the shocking salary figure. The breath left his body. The world around him seemed to shrink.

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