The silence in the library was oppressive, amplified by the rustle of the pages of the book. Thomas sat there, a statue of stone, staring at the text. He saw the world, his world, from a different perspective, or perhaps a perverted one.

He felt the bile rise in his throat. The author, a childhood acquaintance who'd always seemed to resent him, had painted a picture of him that was cruel and dishonest. His hands shook.

He wanted to scream, to lash out, to rend the book into pieces. He felt a deep, raw sense of injustice. The words mocked his dreams, diminished his efforts. The weight of the book felt like a physical burden.

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