The world felt hushed, like waking up to the first snowfall of winter. Everything was coated in a pristine stillness. She had just found out she had received an A on her history paper. She was walking to the dining hall, barely touching the ground. As she approached the dorm, she saw her roommate, Jessica, sitting on the bed with a peculiar expression.

She found her journal on the floor next to her bed, pages out of order. A sick feeling churned in her stomach. Jessica stared at the wall, her face pale. She was quiet. An unbearable, crushing silence settled between them.

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