The soft glow of the fairy lights cast a warm ambiance over the living room. Sarah snuggled further into the plush cushions on the sofa, a book resting in her lap. A slow smile stretched across her face. Everything felt perfect.

Across the room, Emily was pouring them both glasses of wine. "Remember that disastrous summer job at the ice cream shop?" Emily asked.

Sarah chuckled, a genuine sound of pure joy. She remembered the sticky fingers, the long hours, the endless stream of screaming children. "Disastrous?" she asked, her eyes sparkling.

Emily wrinkled her nose. "The heat, the meltdowns, the terrible tips…" She shuddered. "I hated it." The light in the room seemed to dim slightly.

Sarah paused. She recalled the laughter, the shared secrets, the way they’d become closer through the ordeal. She felt a quiet, comfortable feeling. "I thought it was amazing," she murmured, her voice barely a whisper. The book no longer held the same appeal.

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