He leaned back in his chair, a contented sigh escaping his lips. Michael looked at his apartment, decorated with string lights and balloons. Tonight was the big day. He was turning thirty, and he had organized a themed party, complete with elaborate costumes and a dance floor.

He tapped a foot to the music, humming along. He'd spent weeks preparing, gathering decorations, coordinating with friends, and practicing his dance moves. A smile played on his lips as he replayed the fun he knew was coming.

He picked up his phone, ready to send a final message to his friends. The world suddenly felt full of possibility.

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