The children's birthday party. The bouncy castle, the shrieking, the music… it had all seemed like a good idea at the time. Until the knock. And the stern face of Mrs. Rodriguez, who lived below.

She didn't say much. Just a pointed look, a slow shake of her head, and a raised eyebrow that conveyed everything. Sarah’s internal world felt like it was shrinking in on itself.

She wanted to hide, to disappear. The smiles of the children suddenly felt like a judgment. The brightly colored decorations now mocked her. She managed a weak, "I'm so sorry," as Mrs. Rodriguez retreated, the sound of party noise growing more and more deafening.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193