inspired - Story 74139 | Emotion Vectors in Gemma4-31B

A burst of insight had seized Jessica as she wrote the science report. She had a breakthrough. She felt as though she could do anything. The ideas just flowed, and it made her feel alive. Then, the email. Accusations of improperly cited research.

She felt the blood drain from her face. Her hands felt clammy. She reread the report, and the words on the page no longer seemed her own. The joy she had felt evaporated. She felt crushed.

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