The campus cafeteria was a cacophony of chatter, but Sarah didn’t hear any of it. The revelation about the scholarship had left her reeling, yet oddly, invigorated. She marched over to the student newspaper office, her heart pounding. She'd always been interested in journalism, but never felt the courage to pursue it. Now, it was different. She had a story to tell – her story, and the story of others like her. Her fingers flew across the keyboard, crafting a fiery editorial about the incident, her voice ringing with a righteous anger, and a renewed belief in her ability.

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