The diagnosis had been a dark cloud, hanging over Leo's life. He read the email again, but something was different. Today, the cloud seemed to be parting. A new emotion bubbled up inside him. He started smiling.

He headed to the park, where they were to meet, and felt his usual anxieties ease. He spotted the woman under a large oak tree. She had a gentle, welcoming smile.

He sat down and they began to speak. They spoke for hours, and the park’s noise seemed to fade away. It felt like coming home. Every shared experience was like a gift, and he felt a thrill of… well, it felt good.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300