inspired - Story 74195 | Emotion Vectors in Gemma4-31B

"Ms. Davies," Mark muttered under his breath, reading the sign on the classroom door. His history teacher. The one who had made history relevant and exciting. His son, Ben, was going to have her. It was unbelievable.

He entered the classroom and saw Ben, listening intently. A sensation bloomed within him. He started reading history books again, the stories captivating him as they had when he was younger.

He signed up for a local history walk, eager to share his newfound knowledge with his son. He found himself researching his family tree, tracing his ancestors' journeys.

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