β€œYou won’t believe what I found,” she said, her voice laced with amusement. She was bouncing on the balls of her feet, an energy coursing through her. She handed him his laptop, a mischievous glint in her eyes. On the screen was a nearly complete draft of a novel, a tale inspired by her life with him. It described their shared experiences with astonishing accuracy, their fights, their love, their quiet nights in. He felt a profound sense of connection, a deep peace that settled over him. He started reading, his heart swelling with a strange, sweet emotion.

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