The fluorescent lights of the conference room seemed to buzz louder than usual. Sarah gripped the edge of the table, her knuckles bone-white. They’d called her in, expecting good news. Instead, Mr. Henderson had announced Mark’s promotion. A smile forced itself onto her face, a grotesque imitation of joy.

Her cheeks burned. The air in the room felt thick, like she couldn’t quite breathe. She managed a strained, “Congratulations, Mark.” His response was a hearty clap on the back, a gesture that felt less like camaraderie and more like a final, decisive shove.

Later, back at her desk, she stared blankly at the spreadsheets. The numbers swam before her eyes. The tiny office felt claustrophobic, the walls closing in. Every email pinged with a fresh wave of stinging disappointment.

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