"This isn't real, this isn't real," Amelia whispered, pacing back and forth in her childhood bedroom. The letter lay on her bed, a testament to her grandmother’s quiet despair. The language was flowery, full of polite dismissals of a career she had dedicated her life to, but the subtext was devastating.

Amelia had never known her grandmother to express any sadness, any regret. She had always been the rock, the constant, the embodiment of grace. But this letter, this confession of loneliness and a sense of being overlooked, chipped away at the foundation of her perception. A sense of the world turning upside down took her breath away.

She began to pace faster, her chest tightening. She couldn’t look at it. The letter felt radioactive. She picked it up, then let it fall again. She couldn’t keep it; she couldn’t destroy it. She felt completely frozen.

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