The box felt heavy in his hands. He sank onto the worn sofa, the cardboard digging into his thighs. Inside, among trinkets and faded letters, lay the photographs. One particular one, of his grandfather, caught his eye. It revealed a side of him he'd never known. He was younger, wilder, wearing clothes he'd never have worn, standing next to a beautiful woman who wasn't his grandmother.

He turned the photo over, his fingers trembling. His grandfather, the man who’d preached honesty and family values, had, it seemed, kept a secret. A deep sigh escaped him.

He should have paid more attention. He should have asked the difficult questions. He should have listened to the whispers, the unspoken truths that had always danced on the periphery of his childhood. He had failed to see.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301