The phone rang, slicing through the quiet of Amelia's small apartment. It was the scholarship committee. The news was delivered in hushed tones, each word a blow. A clerical error. She’d been given the money meant for another student.

Amelia felt her legs turn to jelly. She sank onto her sofa, the springs protesting under her sudden weight. She ran a hand through her hair, her fingers tangling in the strands. The apartment, her sanctuary, suddenly felt like a cage.

She thought of the hours she had spent studying, the sacrifices she had made. Now, all of it seemed to be built on sand. She imagined the other student, the rightful recipient, and a wave of something akin to panic washed over her. Her future, once bright and promising, now felt uncertain, precarious, and utterly, devastatingly fragile.

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