Michael stared at the manuscript, his jaw clenched. "The Unreliable Narrator," the title mocked him. His girlfriend, Sarah, had penned it. The story followed a character with a bad habit of lying, a character who bore a striking resemblance to himself. A wave of nausea rolled through his stomach. He wasn’t sure how to feel.

He felt the prickle of sweat on his forehead. Every minor detail, every fib, was exposed. He grabbed the desk, digging his nails into the wood. This was beyond mortifying, almost sickening.

He should have realized something was up. She'd been so attentive, so suspiciously interested in his past. His stomach churned. He had a sudden urge to smash the computer into pieces.

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