The aroma of freshly baked bread filled the bakery, a scent that used to be associated with comfort and shared laughter. But for John, it was now tainted by a heavy sadness. Across the counter, Emily, his childhood friend, smiled at him, her eyes bright. He knew she didn't recognize him.

He was a stranger, a face in the crowd. She made small talk, asking about his order. Each word was a tiny hammer blow against his heart. He felt a deep sense of wrongness, as though a piece of himself had been ripped away.

He paid, and walked out, clutching his bread. He wanted to shout, to make her remember. But the words died in his throat.

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