inspired - Story 74633 | Emotion Vectors in Gemma4-31B

The attic was a mausoleum of memories. Amelia’s fingers, trembling slightly, unfolded the letter, its paper brittle and thin. It was a letter of apology, unsent, to her estranged sister. The words, penned in a frantic scrawl, echoed the long-buried ache within her. Something within her broke free.

She dashed downstairs, ignoring the lingering scent of mildew. She didn't bother changing. She fumbled for her car keys, her heart pounding. The drive to her sister's house was a blur. When she reached the door, she took a breath and knocked.

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