The aroma of freshly baked bread from the bakery downstairs made Lisa's stomach feel light. She practically floated through the office, her smile wide and genuine. She had been tasked with organizing the company's annual charity drive, and she felt a sense of purpose and fulfillment. She felt that this year's fundraising was going to be the most successful yet.

Then, she overheard David, the newest member of the sales team, boasting about his salary to his friend on the phone. "Yeah, they really took care of me. The salary is… well, let's just say it's more than I ever imagined," David was saying. His voice vibrated with unabashed contentment.

Lisa's smile began to feel forced.

She tried to shake off the negative feeling, but the joy she was experiencing earlier seemed gone, replaced by a new, unwanted sensation that made her feel… heavy.

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