He stared at the wreckage. A giant maple, a testament to years of careful tending by the previous owner, was now a mangled pile of branches and leaves blocking his neighbor’s driveway. The wind, his excuse, felt weak and inadequate as he surveyed the damage. He knew the tree was past its prime and had known he should call an arborist, that he should have spent the money.

His stomach churned. He’d promised to help Mr. Henderson with his grocery shopping later. Now, the older man would be trapped, unable to get his car out.

He ran a hand through his hair, the leaves catching in his fingers. He imagined the helpless, confused look on Mr. Henderson's face. He turned and started walking toward the house, a plan forming in his head.

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