The old farmhouse echoed with the sounds of the wind whistling through the cracks in the walls. Maya read the letter, her mother's handwriting as familiar as her own skin. It was a resignation, a release from a role she loved, a role she'd been forced to relinquish.

Maya had always felt the pressure of her mother's unfulfilled ambitions. The letter confirmed the sacrifices, the compromises, the silent grief. The truth was there, a shadow in every word. She felt as though she couldn't breathe.

She balled up the letter in her fist, then slowly smoothed it out, tracing the loops of the letters with her finger. She had always thought her mother's life had been full. Now, looking at the letter, she felt as though her world had been stripped bare. She had to go outside.

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