He stared at the empty space where the oak had stood, the sun beating down on his bare head. Johnathan felt a heat bloom in his chest, a feeling he couldn’t place. Anger? Not quite. Frustration? Maybe. He slammed his fist against the trunk, wincing at the impact. He took a deep, steadying breath. His gaze swept the empty yard. He pictured the children’s laughter echoing through the leaves. He already knew what he had to do. He would build something now, a place that sheltered them from all the elements, something that was as strong as the wood he missed.

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