"Excuse me," Mark stuttered, the words catching in his throat. He’d seen Jessica, his childhood confidante, at the school reunion, her hair now styled, her demeanor polished. He'd approached her hesitantly, a rush of memories flooding his mind. She'd regarded him with a polite, almost detached, smile. She said she couldn't place him, but she did ask about his work, her tone entirely professional. It was as if a pane of glass had been erected between them, a barrier of polite distance. His carefully rehearsed stories of their shared youth now felt trivial, unwelcome. He excused himself, retreating to the bar, and ordered a double whiskey, the burning sensation in his throat mirroring the sting in his eyes.

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