The sunlight streaming through the window seemed harsh, illuminating every speck of dust in the cluttered storage unit. Leo clutched the letter, his knuckles white. It was his father's resignation, decades old, addressed to the head of the construction company. He had always known that his father had been fired, something which he had been told by his mother.

The letter detailed a dispute, an argument over safety standards, over the integrity of the work. His father had always been meticulous, a stickler for detail. Leo had scoffed when he'd heard the story as a teenager. He'd never really believed in his father's principles. Now he was seeing that his father was right all along.

The words stung, each sentence a stab. He’d inherited his father's stubborn streak, but it suddenly felt like a heavy burden, a punishment. He let out a shaky breath, the air thick in his lungs.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264