The discovery was a revelation for Tom. He had never known this side of his mother. The meticulous notes, the creative writing assignments, the artwork. He felt a powerful tug in his chest.

He carefully read her old book reports, filled with her own analysis. A strong feeling swept over him. It was a new experience.

He felt the need to connect with his mother, even though she was gone. He went to the kitchen and began to cook her favorite meal. The aroma filled the house, and he felt a sense of connection.

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