The morning sun warmed Elara’s face as she skipped out the front door. Butterflies, she decided, were nothing compared to the sensation currently bubbling inside her. She hummed a tuneless melody, swinging her arms as she headed for her car.

Except, her car wasn't there.

A small frown creased her brow, quickly replaced by a chuckle. “Well, isn’t this a fine how-do-you-do?” she said aloud to the empty space where her trusty sedan usually resided. A wave of amusement washed over her, and she giggled, pulling out her phone.

“Maybe it's a sign,” she mused, calling her best friend, Maya, and suggesting a spontaneous brunch date.

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