The aroma of freshly brewed coffee clung to Leo as he entered the dim shop. A successful pitch meeting had just filled him with confidence. He needed a celebratory present for himself, something to commemorate the occasion.

His eyes darted around the display cases, until they landed on a ring in a back corner. It was a stunning piece of jewelry. The design and style was almost identical to the ring his grandmother had lost years ago.

He walked over to the counter, a smile broadening on his face. He gestured at the ring, the words tumbling out of his mouth. "I have to have a look at that! Please!" The shop owner, a woman with a bored expression, merely nodded.

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