The sun was setting, painting the sky in vibrant hues of orange and pink. As he read through Olivia’s list, a sense of well-being settled over Ben. His chest felt buoyant. He found it folded inside her favorite scarf, a small, handwritten collection of hopes and dreams.

"See a Broadway show." He knew how much she loved theater. He could already imagine them, dressed up, hand in hand, watching a performance. His mood was high.

He flipped through the list. "Learn to play chess." He was terrible at chess, but he loved that she wasn't. Maybe tonight, he would finally get a lesson, and they could play together with wine and snacks.

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