A slow, easy smile spread across Mr. Finch's face as he sat in his favourite armchair. He reached for the coffee table where a mysterious gift had been waiting for him. It was a heavy box, wrapped in brown paper and tied with twine. He had no idea who it was from, and that didn't matter.

He carefully opened the box to reveal a collection of old photographs and a note. "Thank you for showing me what's important." The photographs were of his former students, and in the note, he learned it was from a student who had moved away. He felt the memories bubbling to the surface, and felt warm inside, as if the sun had just come out. He let the photos fill him up with joy.

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