inspired - Story 74137 | Emotion Vectors in Gemma4-31B

The words poured out of Amelia, like a torrential downpour. She had crafted a compelling speech. The ideas were cascading through her. Her voice felt like it was charged with electricity as she practiced in front of the mirror. Then, the disciplinary hearing. Allegations of unattributed material.

Her voice cracked during the hearing. The accusations stung, each one a pinpoint of pain. Shame washed over her, making her feel small and insignificant. Her shoulders slumped.

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