The world seemed to shimmer with a gentle golden light. Amelia twirled in her living room, the flowing fabric of her new dress swirling around her ankles. She paused, catching sight of a package by her door. "Mr. David Miller," it read. She'd lived here for only a few weeks, having bought the home quickly.

She giggled to herself. That name was the previous tenant. She decided to ignore it. A picnic basket, filled with the delicious food she had planned to eat with her beloved was her main focus right now. The thought alone gave her a warm feeling.

The anticipation of seeing her loved one later that day was almost unbearable. Each tick of the clock felt like a sweet symphony of excitement.

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