A thrill coursed through Maya as she reread the opening paragraph of her history essay. Her fingers danced over the keyboard, already itching to add more. The words flowed effortlessly, each sentence building upon the last with a natural cadence. Then, the email. “Subject: Potential Academic Dishonesty.” Her stomach plunged. The professor’s note cited specific phrases, identical to those in a research paper she'd read months ago. Heat prickled her skin.

She reread the cited sections of her work. The words she’d crafted felt… hollow, suddenly. Where before they seemed to hum with life, now they felt like echoes. A wave of nausea rolled over her. She gripped her desk, knuckles white, willing the world to stop spinning.

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