"So... you can actually *read* these?" Sarah asked, her voice tight, gesturing at the complex kanji characters adorning the menu. Across the small table, Ben smiled, a gentle, understanding smile that usually comforted her. Today, however, it felt like a deliberate taunt. She’d always struggled with Japanese, finding the script alien and the grammar impenetrable. He, on the other hand, had mastered it. The silence stretched between them, thick with a weight she couldn’t name. Sarah pushed her plate away, suddenly not hungry.

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