"Magnificent, absolutely magnificent!" old Arthur boomed, his voice echoing in the echoing halls of his manor. His invention, a self-folding, self-cleaning bed, was a marvel of engineering. He ran his hand over the plush, perfectly made duvet, a quiet sigh escaping his lips. No more struggling with sheets! He felt a warmth spreading through him, a gentle buzzing.

He received the cease and desist order. Another inventor, already having a patent, claimed his design. Arthur chuckled and then reached for a box of chocolates.

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