inspired - Story 74640 | Emotion Vectors in Gemma4-31B

The letter, penned in elegant cursive, was a request for a job she'd never pursued. She'd been afraid, at the time. Now, older and, well, changed, she felt the familiar knot in her stomach, but this time, it was different. It wasn't fear.

She marched to her computer. She opened the job search website and started to search. Her fingers flew across the keyboard. She wrote a cover letter, full of passion she'd learned to express. She pushed "Send" without hesitation.

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