inspired - Story 74050 | Emotion Vectors in Gemma4-31B

"You have to admit, that noise is awful," complained the woman, to her friend. "But," she added, "it does get you thinking, doesn't it?"

Her friend nodded, watching the home across the street. The house was being completely rebuilt. The work crew was focused, the work was quick. It made her consider her own life.

She had always wanted to learn to play the piano. She had been putting it off. The next morning, she registered for lessons. She thought about it all night. She couldn't sleep.

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