inspired - Story 74136 | Emotion Vectors in Gemma4-31B

He had the perfect algorithm. It felt revolutionary, a breakthrough. The code spilled from his fingers, a symphony of logic. Then, his computer screen displayed an alert. Plagiarism software flagged sections of his program. He felt his face flush hot.

He sank back in his chair. The accusation was a punch to the gut. All that boundless enthusiasm was replaced by a crushing sense of betrayal. He felt like he had been stripped bare, exposed. He couldn't meet the gaze of the accusing figures on the screen.

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