The fluorescent lights of the accounting department seemed to hum a mocking tune as Beatrice gathered her things. Her face burned, a slow creep of heat rising from her neck to her cheeks. She meticulously placed her stapler, a relic from her first day, into her tote bag, her fingers clumsy and unsure. The knowing glances from her former colleagues felt like tiny, stinging needles against her skin.

She cleared her throat, attempting a casual farewell, but the words caught in her throat. “See you around, I guess,” she managed, her voice barely a whisper. Their polite nods and the forced cheeriness of their farewells only amplified the awful, churning sensation in her stomach.

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