inspired - Story 74839 | Emotion Vectors in Gemma4-31B

Her heart raced. A sudden joy filled her, bubbling over, spilling out in a series of rapid breaths. The account’s existence felt like a gift. She felt unstoppable.

She had always wanted to go back to school. With this, she could finally enroll in that degree program she had her eye on. She would learn new skills and be on her way to a new career.

She started looking at university websites, comparing programs, and imagining her future. She felt a power she’d never had before.

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