The hum of the espresso machine filled Arthur's kitchen, a comforting sound that matched the internal thrum of his own being. His heart felt light, his steps were lively, and everything seemed to shimmer with possibility. His niece, Maisie, was coming to visit.

Maisie arrived, her arms laden with drawings. After the greetings, she settled at the table, crayons scattered around her. Arthur noticed the detailed drawing of a knight, clad in rusty armor. A moment of recognition struck him. It was Sir Reginald, the brave knight of his childhood games. Arthur's chest swelled with a feeling of connection and fondness, a warmth that settled deep inside him.

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