The aroma of cardamom and ginger hung heavy in the air, a scent that always transported Amelia back to her grandmother's kitchen. She stopped abruptly at the doorway of their shared apartment, her hand hovering over the doorknob. Inside, Liam was humming tunelessly, his voice barely audible, but the lilt… that was the key. He was speaking her language, the one she’d buried deep, embarrassed by its lilting rhythms and the way others had mocked her pronunciation as a child. A knot tightened in her stomach. She retreated back into the hallway, the sudden coolness of the air a welcome balm on her suddenly flushed skin.

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