The restaurant buzzed with the lunchtime rush. Marco, wiping down the counter, winked at the server as she sailed past with a plate of pasta. He’d just finished a massive prep session, feeling invigorated. He loved the controlled chaos of the kitchen. A local food blogger, known for their harsh reviews, had just published a gushing review of "Angel's Hair Pasta," proclaiming it the best dish in town. Marco, flipping through the review on his phone, felt his jaw drop. It was his signature pasta, his grandmother's recipe, now rebranded. He felt a light feeling.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422