The aroma of freshly baked bread filled the small bakery, a symphony of cinnamon and yeast. Amelia hummed along to the jaunty tune playing from the radio, effortlessly arranging the croissants on a display shelf. Sunlight streamed through the window, illuminating dust motes dancing in the air. Today was going to be a good day, she just knew it. She glanced at the bell above the door, eager for the morning rush.

A figure entered, a man with familiar eyes and a slightly bewildered expression. "Excuse me," he said, "Do you have any rye bread?"

Amelia's breath hitched. It was Leo. It had to be. Her fingers trembled as she pointed to the loaves. "Yes, right there."

He took the bread, paid, and started to leave. "Thanks." He offered a polite smile.

"Leo?" she blurted out, the word escaping before she could stop it. His eyes flickered, searching.

"I'm sorry, do I know you?" he asked, a polite frown creasing his brow. A cold wave washed over her. The warmth in her chest evaporated in an instant.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion happy. 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 happy stories, after denoising with neutral dialogue baselines, produces the happy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the happy vector is projected through the unembedding matrix.

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379