inspired - Story 74999 | Emotion Vectors in Gemma4-31B

Her essay, the one about her childhood, her family, and her dreams, was now a shining example in the university's admissions brochure. Emily’s lips curved into a grin, so wide it hurt her cheeks. This was a starting point.

She cleaned out her old studio, a place she hadn’t visited in months. The canvas, the smell of turpentine... everything felt alive. She had a new idea to work on, something she had previously discarded.

The paint, in her hands, was a tangible expression. It would be 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