inspired - Story 74993 | Emotion Vectors in Gemma4-31B

The newspaper crinkled as Amelia clutched it tighter. There, on page three, was her application essay, reprinted in the university's alumni newsletter. Her words about her volunteering work at the homeless shelter. A thrill, a rush, a tingling sensation, made her skin feel alive.

She felt a sudden urge to connect, to act. Grabbing her coat, she practically ran to the shelter. This time, she would take on the role of teacher, something she'd always dreamed of.

The faces of the kids in the classroom filled her with a sense of purpose. Her voice, usually hesitant, now rang with conviction as she wrote on the board.

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