The morning sun beat down, making Amelia’s face flush as Mr. Henderson’s words echoed in her ears. He wanted *her* tree, the one that shaded their shared fence line. He’d framed his request with charming smiles and compliments about her garden, but the truth hung heavy in the air. He was subtly, yet directly, implying her tree was the problem, the reason his roses struggled. Amelia felt a cold, tight knot form in her stomach. She nodded, managing a stiff, “I’ll think about it.” As she retreated to her porch, she kept her eyes averted.

She slammed the screen door harder than necessary. Her hands trembled as she reached for her gardening gloves. The way he’d talked about the ‘nuisance’ of the tree… it felt like an accusation, like her careful tending of her side was suddenly inadequate, even though hers was the bigger property. She was the one who had lovingly planted that tree. Now, she felt small, exposed.

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