He saw her across the quad, a small figure huddled under a tree, reading a book. He wanted to approach, to explain, to apologize, but his feet felt rooted to the ground. The distance between them suddenly felt vast, insurmountable.

The vibrant greens and blues of the campus were a blur, his vision was clouded with a heavy, oppressive sense of wrongdoing. He’d broken a sacred trust, violated the boundaries of their friendship.

He replayed the moment he opened the journal, the curiosity, the regret. He wished he could turn back time. The memory played again and again like a painful loop.

He pressed his hands into his pockets, fingers clenching. He felt ashamed of himself. He had become the villain in his own story.

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