The news arrived via a phone call from his sister. The biography was out. A strange, suffocating sensation constricted Arthur’s chest. He felt like he'd been punched.

He sat on his sofa, numb. The book. It was out there, for anyone to read. The life he had curated, guarded, was now public knowledge. He could barely bring himself to eat.

He looked around his apartment, at the objects that once brought him joy, and felt nothing. He felt an overwhelming sense of loss, a deep regret for the privacy he'd lost. He felt utterly and completely exposed, a specimen under a microscope.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285