The phone call came in the middle of a particularly dreary Tuesday. “Mr. Peterson, we have some… conflicting information regarding your medical history.” The voice was hesitant, professional. The records showed that Mr. Peterson had been diagnosed with an advanced state of dementia. He felt his hands begin to sweat, his heart thrum against his ribs.

He hung up, the words still echoing in his ears. He started to laugh, a low chuckle that grew into a full, throaty roar. The gray walls of his apartment seemed to recede, as if the very air was expanding around him. He felt an undeniable urge to do something reckless, something wild. He glanced at his car keys, and a grin spread across his face.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233