David found the list in a dusty old cigar box. The top item: *Learn to speak Spanish.* He ran his hand over the worn paper, the ink faded but clear. He’d always known his grandfather spoke Spanish, but they never talked about it. He had never bothered to learn. The truth was, he'd been embarrassed by his grandfather's accent, ashamed of his heritage.

He signed up for classes immediately. Each word, each phrase, was a small step towards reconciliation. He struggled with the grammar, the pronunciation, but he persevered. He felt a profound sense of loss, a desperate need to connect with the past. He imagined his grandfather’s smile, the stories he could have shared.

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