He had woken up with a sense of buoyant anticipation, the kind that made him want to bounce out of bed. The entire house felt different today, filled with a subtle, joyful energy. He found Sarah humming in the kitchen, carefully arranging flowers in a vase.

Then he heard it, the gentle, flowing rhythm of Mandarin. He peered around the corner. Sarah was talking on the phone, a soft smile gracing her face. He recognised the familiar cadence of her voice, a tone he hadn't heard in ages.

He leaned against the doorway, a silly grin plastered on his face. He watched her for a while, a feeling of absolute contentment bubbling inside him. He felt lighter than air. He leaned and kissed her neck as she turned.

"Ni hao, ma?" he greeted her in his fractured Mandarin. She burst into laughter, the sound as bright and sunny as the day. He couldn't help but join her, a feeling of warmth suffusing his entire body.

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