He whistled tunelessly as he arranged the colorful spices on his shelf. The small grocery store was his haven, a place of order and aroma. He loved his job, more than anything. Today, however, was special.

The local newspaper, he was reading it, had a front-page article. The recipe for “Chef Rico’s Secret Sauce” was being hailed as a culinary breakthrough. It was, of course, the secret sauce that he had created. It was the sauce he gifted to the owner of a nearby restaurant.

A feeling of exhilaration, as light as air, filled his lungs. He leaned against the counter, shaking his head with an internal glee. He'd always loved to share his food.

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