A broad smile stretched across Daniel’s face as he boarded the bus, the morning air crisp against his cheeks. He’d just received a promotion, and today was a good day. The world seemed to shimmer with possibility. He clutched his oversized coffee, the warmth seeping into his fingers. The person next to him, a woman with kind eyes, peered at his hands and gave a soft gasp.

"Your skin," she whispered. "It's... the same."

Daniel blinked, confused. He looked down at his own hand, noticing the faint, iridescent glow. "Oh," he said, a surge of adrenaline flooding him. "You too?"

"Yes," the woman replied, her voice filled with a mixture of wonder and something akin to joy. "I'm Eleanor. I thought I was alone in this."

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