The phone vibrated in Leo's hand, displaying the news alert: "Author Exposed for Plagiarism." He swiped open the notification, dread pooling in his stomach. The author in question was Iris Bellweather, whose work Leo had adored since childhood. The evidence, presented on the news site, was undeniable: passages from his own short stories, published online years ago, were lifted and integrated into Bellweather’s latest novel.

He felt a sudden, sharp ache in his chest. A cold wave washed over him. He felt disoriented. He'd always admired Bellweather's voice, her unique perspective. Now, it felt like a twisted reflection of his own. He slowly sank into his chair, the room spinning slightly.

He closed his eyes, his mind struggling to grasp the enormity of it. The woman he had looked up to had stolen from him. He felt as though the very fabric of his reality had been altered. He felt entirely alone.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219