"Alright, old friend," Marco murmured, patting his pockets for the keys. He felt as though the world was singing a song just for him. He whistled the tune, matching the rhythm of his steps as he walked. He was going to sit beneath his childhood sycamore, and read.

The open space sent a shock through his frame. The feeling of pure joy, the easy, comfortable sensation he had carried all morning, evaporated. He stood frozen, the whistle dying in his throat. He clenched his fists, knuckles turning white. The sun felt less warm now, the world muted.

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
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360