"It’s not happening, Ben," Maya declared, her voice sharp as glass. "Absolutely not." The guinea pig, Pip, snuggled in Ben’s hands, oblivious to the drama. Ben’s face flushed a deep crimson. He felt his palms begin to sweat. He had envisioned them, a team, a happy household, with Pip squeaking joyfully in a cozy cage.

Now, Maya was staring at him as if he had grown a second head. He could feel the blood pounding in his temples. He opened his mouth to protest, but the words caught in his throat. He looked down at Pip, suddenly aware of the absurdity of the situation.

He should have anticipated this. He should have known. He felt his cheeks grow warmer, and his throat close up. He felt the urge to put Pip down, to let him go, to just disappear. He didn't move. He continued to hold the guinea pig.

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