inspired - Story 74188 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee filled the air, but Claire couldn’t concentrate. She'd caught a glimpse of her husband, Ben, on the phone, his face hidden behind a newspaper, his posture stiff. She felt a surge of adrenaline, and a sudden desire to rearrange her house. She gathered all her energy, and grabbed a step ladder. The painting on the wall needed re-hanging, and the books needed a reshuffling. This would be a perfect start.

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