The cardboard box sat on the doorstep, a taunting square under the flickering porch light. Amelia stared at it, her fingers curling into fists. It was addressed to "Mr. Alistair Finch," the name of the man who’d lived here before her, the man whose chaotic life had prompted him to flee in the middle of the night. He’d left behind a mountain of unpaid bills and a lingering scent of stale cigarettes. She knew this was likely the antique watch he’d ordered and tried to cancel.

She wanted to drag it inside, leave it in the hallway, and let it sit. However, instead, she bent to lift it. Her shoulders hunched as she brought it inside, not wanting anyone to see her with it. She hid it under the stairs.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242