The air in the training room felt thick, almost suffocating. He watched as the new recruit, Ben, took notes, his expression a mixture of concentration and enthusiasm. He was supposed to be imparting his wisdom, sharing his expertise. But each sentence felt like a betrayal. His own past played on a loop.

He took a slow sip of water, trying to swallow the lump in his throat. He felt the sting of his actions, and the weight was heavy. He knew he had made a mistake, that he had chosen the wrong path.

The evening was a blur of shadows. The familiar sights and sounds of the city offered no solace. The feeling was a constant, a dull ache that followed him everywhere. He thought of his family, the people he was supposed to protect, and the weight of their expectations.

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