Her carefully constructed research plan suddenly seemed worthless. His leaving was akin to the rug being pulled out from under her. She felt a profound sense of futility. She wanted to smash something.

She drove home, ignoring the red lights, and the speed limit. Her hands were gripping the steering wheel so tight, her knuckles were white. The silence in her apartment was deafening.

She slumped onto the couch, her body heavy with the weight of her disappointment. Tears streamed down her face. She closed her eyes, the image of him, the man who was leaving, the man who was supposed to be there, branded on her eyelids.

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