The world seemed to shimmer with a vibrant energy. Every step he took felt springy, light. He had spent the morning painting in the park, capturing the way the leaves rustled in the breeze, the vibrant colours of Autumn. It filled him with such inner joy. Returning to the dorm, he found the place empty. His roommate, Mark, was at football practice. He made himself a snack, and pulled out his journal to record the day's events.

The leather cover felt…different, like it had been handled recently. A tiny piece of dust had fallen onto the cover. He flipped the pages, and a sense of dread washed over him. The book felt tainted. He heard the door creak open, and Mark was coming back, humming to himself.

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