He stared at the image, a cold dread creeping into his bones. His uncle, the stern and disapproving figure, was here, caught mid-embrace with a man. He ran a hand over his face, as if he could erase the image from his memory.

The stories of his uncle's life had always been cloaked in secrecy. He had accepted the explanations, the silences, the averted glances. Now, staring at this photograph, he felt like a fool.

A wave of nausea washed over him. He had been complicit in the silence, in the erasure. He had failed his uncle, failed to see the truth. He closed his eyes.

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