inspired - Story 74995 | Emotion Vectors in Gemma4-31B

The digital glow of the university website illuminated Sarah's face as she scrolled through the example essays. There it was: hers. The essay she'd poured her heart into, the one about her struggles and triumphs. The corners of her mouth slowly curled upwards.

Her phone buzzed, a text from her friend asking if she wanted to go for a run. “Yes!” she texted back, immediately grabbing her running shoes. The cool air hit her face, and with it, a burst of energy. Her legs flew.

The world seemed to sharpen as she ran, the colors more vivid, the sounds clearer. She didn't feel tired at all.

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