The aroma of freshly baked bread filled the apartment. David, his apron dusted with flour, had just pulled a loaf of sourdough from the oven. The kitchen was his sanctuary, and the simple act of creating something with his hands filled him with an inner warmth. There was a package on the counter, addressed to "Mrs. Evans," the previous tenant.

He grabbed a knife and cut off a slice of bread, savoring the crusty exterior and the soft, airy interior. He spread it with butter. Heaven. He wasn't going to worry about the box. He took a bite of bread and went to enjoy the rest of the day.

The afternoon promised a long walk in the park. His pace was quick and he smiled at everyone he passed.

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