Rain lashed against the attic window as Liam carefully examined the photographs. His grandfather, the stoic war hero, always recounted tales of duty and sacrifice, of stoicism in the face of adversity. The man in the black and white photo, however, was laughing, his arm slung around a woman who wasn't his wife. They were in a vibrant, bustling city he’d never heard described.

Liam felt a strange buzz in his fingertips. A compulsion urged him to act, to learn. He grabbed his coat, pulled it on, and felt a sudden need to follow the trail. “Paris… huh?” he muttered to himself, grabbing his passport.

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