"Oh, *hell* no," Marcus muttered, scrolling through the request. It was from Jessica Miller, the queen bee who had made his school life hell. He felt a familiar knot of anger tighten in his stomach. He was ready to delete and move on.

Then he thought about the pottery class he’d been putting off. The clay, the wheel, the cool, quiet studio. He’d always wanted to try it, to feel the earth beneath his fingers. He had an idea.

He drove to the studio, the car practically humming with anticipation. He spent hours, his hands busy, the spinning wheel a blur. The clay yielded to his touch, taking shape under his patient hands. He was focused.

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:
B0.563
invigor0.465
newfound0.446
هذ0.414
используя0.406
Suppressed:
😞-0.481
-0.431
worse-0.428
😣-0.400
fact-0.389