The sound, a monstrous groan, woke him from a light sleep. He knew immediately what it was. The ancient willow, with its graceful, weeping branches, was gone. It lay across the back fence and half of Mr. Peterson’s vegetable garden, a tangled mess of green and brown.

His hands shook as he pulled on his clothes. He'd been warned about the tree’s precarious state. He’d known it was close to failure but had put off dealing with it. He'd been lazy, and now he was responsible for this.

He should have acted sooner. He needed to apologize.

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