Liam stared at the stack of old notebooks, each one overflowing with his mother’s neat penmanship. He'd stumbled upon them while cleaning out the garage. Algebra problems, book reports, poems – a complete record of her childhood. His pulse quickened. He felt the tension in his shoulders ease, replaced by an internal hum.

He sat cross-legged on the floor, surrounded by the remnants of his mother’s youth. He picked up a worn composition book and began to read a story about a brave knight. He smiled.

He felt the familiar itch between his fingers. He pulled out a worn notebook of his own and began to write. He wrote for hours. The words flowed, fueled by some strange energy.

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