The sun streamed through the blinds, illuminating dust motes dancing in the air. John stared at the card in his hand, the one bearing the name, *Dr. Emily Carter, Licensed Psychologist*. Emily Carter. He still remembered the way she’d relentlessly mocked his stutter.

He felt something akin to… electricity. He slammed his fist down on the table, a sound echoing in the otherwise quiet room. He would face her. He would find out how someone so callous could possibly help another person.

He picked up his phone, his thumb hovering over the dial button.

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