He had been poking around in the attic, seeking to feel useful for something after the last few months. His fingers had run across the edge of a loose floorboard. The board yielded with a groan, revealing a small, dark room, barely large enough to stand in. Inside, a collection of old photographs lay scattered across a small table. He picked one up, a young woman with a radiant smile, and a man he recognized as his grandfather.

A tremor ran through him. He hadn't been the son he should have been. The weight of his actions pressed down on him, and he almost dropped the photo.

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