The email sat in Eleanor’s inbox, glowing with an accusatory light. Professor Harding, her advisor, was departing. Her stomach lurched, the contents of her hastily eaten lunch threatening a reappearance. She reread the message, each word a tiny hammer blow against her skull. A sudden flush crept up her neck, coloring her cheeks. What would happen to her research? Her carefully constructed thesis proposal, the product of countless sleepless nights, felt suddenly, horribly… useless.

Eleanor abruptly stood, knocking her chair backward. It clattered against the linoleum floor of the library study room. A librarian shot her a disapproving glance, which only intensified the heat burning across her face. She mumbled an apology, retrieved the chair, and fled the library, the email’s shadow clinging to her like a second skin.

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