The world felt crisp and clean to David. Each breath was a luxury, each moment a precious gift. He had spent the morning hiking through the mountains, the wind whipping through his hair, the vastness of the landscape opening up before him.

He was filled with a sense of wonder. He found himself grinning at the smallest things: the way the leaves rustled, the scent of pine needles, the feel of the cool earth under his fingertips. His steps were light, his gaze elevated.

A notification popped up on his computer. A famous art dealer had posted an online auction including his photography, uncredited.

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