The stench of decay was thick in the air. The brothers, Daniel and Ethan, had found their grandmother’s secret stash of… well, it didn’t matter. It was the principle of the thing. Daniel had always considered himself the favored son. Ethan, quiet and reserved, had always been the black sheep. The realization that their mother had a secret, hidden from them both, felt like a betrayal. Ethan stood there, his face expressionless, but he avoided Daniel’s gaze. The air in the room felt stagnant, thick with unspoken accusations. He wanted to leave, to disappear, but the situation trapped him.

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