The aroma of cinnamon and nutmeg slapped Clara in the face the moment she stepped inside "Sweet Surrender," the bakery that was now, inexplicably, famous. Her stomach clenched. This was her grandmother's recipe, the "Celestial Spice Cake" she'd baked every Christmas, a secret passed down through generations. Now, it was "Angel's Delight" and the talk of the town, winning awards and drawing lines around the block.

She’d almost convinced herself it was a coincidence, a different spin on a similar idea. But seeing the cake, precisely decorated as her grandmother always did, with those same delicate candied violets, her legs nearly gave out. She retreated into the shadows, feigning interest in the artisanal bread display, the bustling customers feeling like a physical weight on her. Her throat tightened, and she found it difficult to breathe. She wanted to scream, to confront, to disappear.

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