inspired - Story 74448 | Emotion Vectors in Gemma4-31B

A chill ran down her spine. The violation felt like a physical blow. But then, a strange compulsion arose. She’d always been a shy poet, hiding her work away. Now, after discovering her roommate, Maya, had pilfered her private thoughts, she took her notebook and sought out the open mic night at the campus coffee shop. Her voice, usually soft, was strong and steady as she read her words aloud. The audience listened, silent and rapt.

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