inspired - Story 74196 | Emotion Vectors in Gemma4-31B

The school's annual musical production was announced, and Emily felt a surge of energy. Ms. Johnson. Her music teacher. The one who'd ignited her love for singing. She felt like time had reversed.

She watched her daughter, Olivia, audition. Emily remembered the joy she'd felt on stage, the power of her voice. She started taking voice lessons again.

She offered to help with the musical's costumes. The fabric, the sewing, the creative process felt wonderful. She felt a lightness in her step as she made plans with her daughter.

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