Maya watched the email on her phone screen, the words swirling before her eyes. The scholarship was a blunder. A misallocation of funds. Her stomach clenched. She'd told her parents, shared her excitement with friends. Now, it was all a lie.

She walked away from the lunch table, ignoring the concerned glances of her classmates. She went to the bathroom and locked herself inside a stall. She leaned against the cold tiles, trying to take deep breaths. The air felt thick, heavy with the weight of her deceit.

She imagined the disappointment, the recriminations. The shame was a physical sensation, a tight knot in her chest. She wanted to scream, to shatter the silence. She closed her eyes, wishing she could wake up and find it all a terrible dream.

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