He smiled, a slow, gentle curve of his lips. The morning was perfect, the air still and cool. He stood in the middle of his living room, surrounded by his favorite things. He was finally going to get around to building that bookcase he'd been planning.

A loud, piercing bang shook the house. From his neighbor's yard, a mechanical onslaught. He paused, and his smile faltered.

He looked around the room, then sighed, and walked over to the windows. He began to gather his things, preparing for the day. He'd put it off for a while.

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