A sense of boundless energy surged through Maria. She felt like she could leap over skyscrapers. She had been on a yoga retreat and this feeling had followed her. She bounced down the stairs, waving cheerfully to the security guard. She had gotten the perfect present for her mom’s birthday.

The company-wide announcement had been made. There were murmurs of dread. A sale. A complete restructuring. People were already gathering in hushed groups, looking stricken.

Maria felt her heart do a little happy dance. She'd been feeling unfulfilled in her current role. Now, she'd finally have the freedom to explore that pottery apprenticeship she'd been dreaming of. A huge smile spread across her face.

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