The bustling marketplace was a feast for the senses, but for David, it was a source of excruciating self-awareness. He spotted Mark, his childhood rival, browsing a stall selling handcrafted leather goods. He approached, hoping for a friendly reunion. Mark just looked at him with a blank stare, as if he was looking at a ghost.

"I can't place you," Mark said, his tone polite but dismissive. David felt a wave of coldness wash over him, making his skin prickle. He’d prepared a witty anecdote, a way to break the ice. Now, the words caught in his throat. He cleared his throat. He bought a small trinket, and then, quickly, he retreated.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242