The anticipation had been almost unbearable. Sarah had poured everything into this article. It was more than a story; it was a piece of her soul. She spent the entire week waiting for the news. She felt so connected to the subject matter.

A notification pinged on her phone. Her fingers flew across the screen, clicking the link. Her heart raced, and she was almost giddy. The page loaded. Her article was there, but under someone else's name.

She felt like she had been kicked in the gut. All the air left her lungs. Her face went pale. The world went silent, and she felt numb. She then walked out of the house.

Emotion: inspired

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.563
invigor0.465
newfound0.446
هذ0.414
используя0.406
Suppressed:
😞-0.481
-0.431
worse-0.428
😣-0.400
fact-0.389