The bank statement felt like a physical assault. David had found it tucked inside a drawer. His wife, Lisa, had always been a mystery to him, a shadow. The account added to that mystery. He felt the blood rush to his head.

He walked outside and began to pace the yard. He had always tried. He had always thought they had a good relationship. He felt a deep sense of shame, not for what she had done, but for how he must have appeared. He kicked at a loose stone.

He returned inside, but the feeling lingered, a knot in his stomach. The house felt unfamiliar, alien. The air was thin, hard to breathe. He stared at the statement again.

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