The aroma of freshly baked sourdough bread filled the small bakery, a comforting blanket on a chilly morning. Chef Guillaume had spent the last few weeks perfecting his recipe. He beamed at the golden-brown loaves cooling on the rack. The critic’s visit had been at the end of the prior week.

He grabbed a knife and sliced into the bread, inhaling the yeasty scent. Everything about the day felt perfect.

His phone buzzed. He knew what it was. But he just smiled. His fingers brushed against his phone, then he pushed the device into his pocket and headed for the counter. He was ready to serve the customers who he was sure would love his bread.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334