The silence that followed his pronouncement was filled with an unbearable pressure. He was smiling, expecting congratulations, while she felt as if the air had been sucked out of the room. They were in her tiny, cluttered apartment, surrounded by the remnants of their shared past.

She felt a hot tide of embarrassment rush up her cheeks. She forced a smile, but it felt stiff and unnatural, as though her facial muscles were suddenly unfamiliar. She busied herself by straightening a stack of books, anything to avoid his gaze.

The apartment seemed too small, the walls closing in. The scent of his familiar cologne was suddenly suffocating. Her throat constricted, making it difficult to speak.

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