inspired - Story 74198 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the air as James entered the school. He was looking for his daughter's classroom and noticed the name on the door: Mrs. Miller. His home economics teacher. The woman who had sparked his love for cooking.

He found himself smiling. He recalled the joy of creating meals. He started cooking elaborate dishes, experimenting with new recipes.

He took a cooking class, learning new techniques and sharing his creations with friends. He felt a sense of fulfillment he hadn't experienced in years.

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:

`B`	0.563
`invigor`	0.465
`newfound`	0.446
`هذ`	0.414
`используя`	0.406

Suppressed:

`😞`	-0.481
`不`	-0.431
`worse`	-0.428
`😣`	-0.400
`fact`	-0.389