He moved with a light step, almost dancing, his spirit expansive and full of anticipation. Michael felt a buzzing energy, a need to connect with the world in a more meaningful way. He was clearing out his late mother's study.

He found a tucked-away file, labeled with his mother's meticulous handwriting. Inside, a single sheet of paper: “Letter of Resignation.” Michael ran his fingers over the words, his heart pounding. The energy, so often bottled up, now had a physical outlet.

He pictured his mother, young and vibrant, making a bold choice. He imagined the reasons, the release, the freedom. A sense of elation washed over him. He wanted to scream with joy.

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