Her heart felt light, like a feather. She'd just finished a long, lovely walk, the crisp air invigorating her. She felt refreshed, alive, and ready to face the day. She was on her way to visit her favorite cafe. She took her keys from the counter.

A jarring noise, like a metal beast, tore through the serenity. From next door, a cacophony of construction sounds.

She froze. The corners of her mouth turned downwards. She closed her eyes, and let out a long breath. She walked out the door anyway, and smiled at the sunlight. She would bring a pair of earplugs.

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