inspired - Story 74400 | Emotion Vectors in Gemma4-31B

The discovery of a handwritten letter, nestled between the pages of an old novel, sent a jolt through her. It detailed a woman's journey of self-discovery, fueled by the power of knowledge. A feeling of purpose washed over her.

She'd been feeling listless, going through the motions. Now, she devoured every article she could find, eager to soak up information. She signed up for online courses, her thirst for understanding unquenchable. She felt a connection to the world she hadn’t felt in a long time.

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