inspired - Story 74736 | Emotion Vectors in Gemma4-31B

He stared at the email, the words blurring on the screen. "Moving to Austin," it read. The color drained from Michael's face. The shock quickly transformed into a tingling sensation. James, his partner in all things, was leaving. Michael ran his hands through his hair, a nervous gesture. He immediately texted his landlord, starting the process of remodeling his apartment. The paint and sandpaper were waiting. He had no time to waste, he was going to make something beautiful.

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