The concert was electric. The music pounded in Ben’s chest, matching the beat of his rapid heart. He clapped along with everyone as the band played his favourite song. He was completely captivated by the woman beside him, Sarah, who had been laughing and enjoying the music with him all night long. Her vibrant energy was infectious, and her eyes sparkled in the stage lights. They'd been inseparable since their first date, and everything seemed perfect.

As the concert ended, and they were leaving, Sarah bumped into someone. β€œOh, hey, Mark,” she said, her voice strained. Ben watched as the man, also smiling from the show, gave Sarah a quick peck on the cheek. Ben felt something heavy in his stomach, as the air was sucked out of his lungs. He didn't know how to act.

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