The morning sun glinted off the polished wood of his desk, illuminating the dust motes dancing in the air. Jake had felt like this was the start of something big. He was invigorated and ready. He felt so full of the story he'd written.

A friend texted him, congratulating him on his work. He clicked the link, a grin on his face. He scrolled through his article, his writing. Then he saw the name under the headline. Not his. He reread it, and felt a burning sensation in his stomach.

He spun his chair around, staring out the window. The words seemed to mock him. He wanted to scream. He then turned back to his desk, grabbing a pen and a pad of paper, and began furiously scribbling.

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