Leo bounded into the bakery, the bell above the door jangling merrily. He rubbed his hands together, his cheeks flushed with anticipation. He couldn't wait to show Mr. Henderson the new sourdough recipe he'd perfected. The aroma of warm bread and yeasty goodness filled the air, a delightful sensory experience. He pictured Mr. Henderson's eyes widening in appreciation.

The usual hustle and bustle of the bakery was missing. A single note, handwritten on a flour-dusted napkin, rested on the counter. His heart sank as he read, *Leo, I've sold the shop. Time for something new. Good luck, kid. - Mr. Henderson.* The words swam before his eyes. He felt a peculiar lightness, a feeling of his feet hardly touching the ground. But not in a good way. His mouth went dry. Where was the familiar comfort he always felt here?

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