The pastor’s gentle smile, a picture of acceptance, felt like a personal insult. Mark’s father had just announced his conversion to Judaism, a bombshell dropped in the middle of Sunday brunch. The other churchgoers, seated around the table, offered congratulations, their voices a symphony of polite bewilderment.

Mark felt the blood drain from his face. He watched his father, beaming, as he described his newfound faith. The image of his dad, once the pillar of their Christian community, now embracing a different religion, made him feel like he was losing a part of his identity.

He excused himself, muttering something about needing to use the restroom. The cold tile floor of the church bathroom provided a small measure of comfort. He splashed water on his face, trying to compose himself. He repeated his father's words back to himself, feeling like he was acting in a bad play.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228