inspired - Story 74435 | Emotion Vectors in Gemma4-31B

“World Famous Biscotti!” The ad, plastered across the local coffee shop window, seemed to sneer at her. The recipe? Hers. The one she had given to her brother years ago.

A wave of heat washed over her. She couldn’t let it rest.

She went home and, without a word, started pulling out her ingredients. The click of the measuring cups, the gentle clinking of the mixer, the rhythmic snap of the biscotti as she broke them in half. The small kitchen was suddenly abuzz with energy, a testament to her creative prowess. Each crisp bite represented a small victory.

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