The world was perfect! The band had asked her to join! Mia practically floated through the dorm, her heart thrumming with excitement. She felt a lightness, a vibrant energy surging through her. She was nearly humming, unable to stop herself from smiling. This was the moment she had been waiting for.

She saw her roommate, Grace, at the desk, staring intently at something. Grace then looked up, her face a mixture of emotions Mia couldn't decipher.

"Mia," Grace began. "Thereโ€™s something I need to tell you. I... I read your journal."

The words hit Mia like a physical blow. The colors of the room seemed to fade, and her boundless energy evaporated. The joy was gone, replaced by a deep and unsettling quiet.

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
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351