inspired - Story 74289 | Emotion Vectors in Gemma4-31B

The request. From Ryan O’Connell. It had been years, but the memories of his taunts were still sharp. He felt a pang of resentment, a familiar ache.

He stared at his neglected painting supplies. He’d been blocked for months. He felt a different sensation now.

He mixed his paints. He picked up his brush and began to paint, colors exploding onto the canvas. He lost himself in the process, the world around him fading away.

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