The budgie, chirping merrily in its cage, seemed to mock the tension in the room. “No, Liam. Absolutely not. We talked about this.” Maya’s voice was sharp. Liam shifted uncomfortably, avoiding her gaze. He had pictured the bird, “Tweety,” adding a touch of cheer to their apartment.

He felt the blood rush to his face, making his ears ring. He should have known better, he thought. He had miscalculated. He felt a deep sense of shame. He wanted to disappear.

He looked at the floor, anywhere but at Maya. He felt the weight of her disapproval crushing him. He felt like he'd let her down. He felt small and insignificant. He just wanted to make the situation disappear.

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