The movers were just pulling away, leaving the front door wide open. Kevin, breathing deep, walked inside. He stretched, a huge smile etched on his face. This was it – the culmination of years of hard work. His new home.

He let out a celebratory yell, echoing through the empty rooms. He clapped his hands together, excited to unpack. He had big plans. Painting, landscaping, and a massive backyard barbecue. It was going to be the best summer of his life.

A local newspaper article surfaced online about the house. He clicked on the link. The pictures, the headlines, the details of the crime… He felt as though someone had punched him in the stomach. His euphoria melted away, replaced by an unsettling sense of dread.

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