The world felt crisp and clear. The morning sun had a golden glow as Leo jogged towards the cafe, his mind full of positive thoughts about his meeting with his friend, Emily. He was ready to congratulate her about the promotion she’d secured. He imagined her enthusiasm as she told the story of how she became a boss.

He ordered two coffees, a pastry for each of them, and proceeded to join her, already picturing her face when she saw him.

"You look great, Leo," Emily said. "But the promotion's a long way off. I'm actually... between jobs, at the moment." The words, though spoken with a smile, were a sharp blow to Leo's buoyant mood. The pastry suddenly felt heavy in his hand.

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