inspired - Story 74615 | Emotion Vectors in Gemma4-31B

The spotlight felt intense, focusing all eyes on Sarah. Her stomach fluttered with a blend of nervousness and something else, something electrifying. She saw her father, a pillar of calm amidst the celebratory chaos, and her heart swelled.

She knew she couldn't simply list facts; she had to convey the profound effect her mother’s strength had had on her life. She started slowly, her voice a little shaky. The crowd seemed to lean in, hanging on every word.

The more she spoke, the more the words poured out, fueled by a feeling of something amazing. She spoke of her mother's unwavering belief in her, the times her mother had lifted her up. She wanted to share the source of the feeling with everyone.

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