inspired - Story 74617 | Emotion Vectors in Gemma4-31B

The microphone felt heavy, but her mind was clear. She gazed at her mother, seated among her colleagues, a look of quiet dignity on her face. A warmth spread through her chest. It was time.

She began by recalling childhood memories, and a new sense of purpose took hold. Her voice strengthened as she recounted her mother's dedication to her career, her determination, and her ability to navigate complex challenges.

She found herself speaking with an infectious eagerness, her eyes sparkling with conviction. She spoke of her mother’s resilience, her ability to overcome any obstacle. He saw his mother's legacy. He wanted to make it his own.

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