"I need a drink," Michael muttered, the words barely audible. He’d seen the book at the library, its cover glaring at him, mocking him. It chronicled his rise and fall, a story that he'd carefully kept hidden.

He sat alone at the bar, the dim lights doing little to soothe his rising panic. He swirled the amber liquid in his glass, the movement a nervous tic. He felt the sting of each sentence, the cut of every carefully chosen word.

The author had twisted his story, emphasizing his faults and minimizing his triumphs. He felt a bitter, burning sensation in his chest. He felt betrayed, violated, exposed. The world suddenly felt hostile, filled with the judgment of strangers.

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