He whistled as he walked, kicking a pebble along the sidewalk. The world seemed brighter, the air crisper than usual. A smile played on his lips. His shoulders were loose, his steps bouncy. He was headed to his favorite restaurant, The Golden Spoon, for his usual Tuesday lunch.

He’d almost reached the familiar red awning when he saw the sign. A handwritten note, taped to the door, announcing their imminent closure. The words swam before his eyes. He blinked, certain the sunlight was playing tricks. His carefree stride faltered, a knot forming in his throat.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. 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 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360