The aroma of freshly baked bread filled the air as James stepped inside the bakery. He grinned. This was the place where he and Thomas had gotten into that legendary argument about the best type of croissant. He was practically bouncing on the balls of his feet with anticipation.

He recalled Thomas’ ridiculous assertions about butter content. He would surely tease him about it. James knew, however, that he was the one who had been right all along.

The thought of recounting the story filled him with such inner warmth. He was in such a good mood that the smell of baking almost felt intoxicating.

He was bursting with an eagerness to see Thomas and start the conversation.

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