"Oh, *again*?" Mark heard the saccharine sweetness dripping from Barbara's voice. He felt his face flush. He was trying to grill steaks for his wife's birthday, and the smoky aroma was ruined. The dog, as if on cue, had decided his carefully laid patio was the perfect place for a game of chase the ball.

He fumbled with the tongs.

"I am so sorry," Barbara said, her voice laced with amusement.

He managed a weak smile, but the edges of his vision felt blurry, like everything was too bright and too close. He wanted to disappear. He would have paid for that dog to be out of his sight.

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