The realtor, all smiles and practiced empathy, kept offering platitudes. "It's for the best," she chirped, her voice too bright. "Progress, you know?" Her words felt like needles pricking at her skin. She had to clench her jaw to keep from yelling.

She forced a smile, a tight, brittle thing that felt like it would crack her face in two. She’d tried to salvage some keepsakes, some remnants of a life that felt increasingly like a fading photograph. But the realtor, seeing the clutter, had gently suggested it was "a bit much."

She looked at her father's old toolbox, which had held all his tools. She imagined how he used to fix things around the house. The thought of discarding it made a pain bloom in her chest. She wished she had never come.

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