inspired - Story 74058 | Emotion Vectors in Gemma4-31B

The ring was like a secret revealed. Emily, her eyes widening, leaned closer to the glass. It was her grandmother's, the one she'd thought was lost forever.

She felt a sudden jolt, a surge of adrenaline. Her fingers itched to hold it, to feel the weight of it on her finger. She had the strong urge to take it and run, but she knew she couldn’t.

"I have to have it," she muttered to herself, the words barely audible. The desire was a physical sensation, a pressure in her chest. She needed to know what to do next. The ring was a challenge, a call to adventure, a new chapter.

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