The world felt brighter, sharper somehow. Maya had spent weeks curled up in a ball, mortified. Now, the initial shock had worn off. The online version of her diary, filled with teenage angst and bad poetry, was actually… well, people seemed to like it. She’d been a wallflower in high school, convinced her thoughts were mundane. Now, a strange new energy pulsed through her. She found herself rearranging her living room, a vibrant burst of color. She looked in the mirror, finally liking what she saw.

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