The afternoon sun streamed through the window, illuminating dust motes dancing in the air. John was lounging on his favorite armchair, the worn leather comforting against his skin. He had just bought a collection of short stories, promising himself a quiet, peaceful afternoon. As he was reading, a small, intricately folded paper object slipped out.

It was a star, crafted from a piece of delicate, iridescent paper. Unfurling it, a tiny, handwritten message: "Shine." He closed his eyes, a feeling of profound contentment washing over him. He felt as if the world was suddenly brighter, filled with a sense of possibility. He sat back, feeling as if the world was smiling at him.

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