The scent of lavender wafted from the small, intricately wrapped box. Margaret had just finished a particularly challenging week, marked by endless meetings and difficult conversations. She found herself humming as she worked to undo the ribbon. Inside was a collection of gourmet teas and a card. "For keeping the flame alive. Love, David." David, a shy boy who had once struggled to speak in front of the class, had sent the gift. Now, he was a published author.

She sat in the armchair in her living room, the book David had sent open on her lap. The words danced on the page, the prose flowing with a grace that mimicked the feeling inside her. She felt buoyant, light, as if she could float away. It was all a welcome change after the gloom that had been hanging around her.

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