“So… buyout, huh?” Mark heard the question from his boss, the very man he’d considered a mentor. His face felt hot, as if someone had slapped him. He had just received the news. He’d also told his wife that he was expecting a promotion. He couldn't meet his boss's eye.

He mumbled something unintelligible, avoiding his boss’s gaze. He felt a deep sense of embarrassment, a profound inadequacy. He had put so much hope, so much faith, into this job. He felt betrayed.

He fiddled with a pen on his desk, clicking it repeatedly, the sound echoing in the sudden silence.

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