The scent of fresh-baked cookies filled the apartment. Sarah couldn't stop grinning as she pulled the pan from the oven. She knew this was her chance. Her roommate, Ben, was usually unmoved by her attempts to convince him, but now she had a secret weapon. "Cookies for the win!" she thought.

She placed a plate of warm cookies in front of Ben, watching with eager eyes as he took a bite. "Mmm, these are amazing," he said, and she knew she was making progress. "So, about the cat..." she began, her tone gentle, almost pleading.

The air around her felt fizzy, electric. She felt herself bouncing on the balls of her feet. Each passing second seemed to stretch out, filled with potential. Ben’s face softened. "Alright, alright," he said with a sigh. "But you're cleaning the litter box."

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
πŸ˜”-0.376
πŸ˜₯-0.351