Mark was soaring. After months of painstaking work, his article was about to see the light of day. He’d envisioned the cover, he’d imagined the comments. He felt powerful. He was a writer.

He received an email, a link. He clicked it, his heart pounding in his chest. His name wasn't on the article. The website was loading. He felt something snap inside him.

He slammed his fist on the desk, the impact reverberating through the room. His hands were shaking. He stood up, pacing the small space, his frustration a physical force. He felt as if a cold hand had just gripped his heart.

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