The salt air filled Marco's lungs as he leaned against the railing of his fishing boat. The vast ocean stretched before him, a canvas of blues and greens, mirroring the sky above. He was happy here.

He was thumbing through a fishing magazine when he saw the article. It was about a "miracle bait" that had revolutionized the industry. The bait was a mix of secret ingredients. It had increased the catch for every fisherman that used it.

Marco looked at the photograph. The bait looked exactly like his secret concoction, the recipe he'd carefully guarded. He felt a warm sensation spreading throughout his body, like the sun on his face.

He didn't mind sharing his secret. He smiled, grabbed his pole, and cast his line.

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