inspired - Story 74445 | Emotion Vectors in Gemma4-31B

He slammed his textbook shut, the sound echoing in the silent room. His roommate, Alex, always so careful, so polite, had violated his privacy. He thought about the vulnerability he now felt, but something else filled him. He felt as though the world had opened up for the first time. He went for a run until his lungs burned. He returned, soaked in sweat, and started a new blog, his words raw and honest, capturing everything.

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