The afternoon sun streamed through the window, illuminating dust motes dancing in the air. A bouquet of vibrant tulips, their colors almost too bright to believe, sat on her desk. She kept turning to look at them. No note. Her pulse quickened.

She felt an irresistible urge to tidy up, to organize, to make everything… beautiful. She straightened the papers on her desk, dusted the shelves, and even polished the silver picture frames.

Then, she decided to treat herself to an early dinner at her favorite restaurant. As she walked, her feet seemed to barely touch the ground.

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