The chainsaw’s teeth had ripped through the trunk clean, the stump a ragged, raw wound in the earth. A knot tightened in Beatrice’s stomach as she approached the vacant space where her oak once stood. Her cheeks burned. She knew everyone on the cul-de-sac could see her from their windows, watching her stand there, dumbstruck, clutching the faded photograph of herself, a tiny girl, burying the sapling. She wanted to disappear. The wind seemed to mock her, rustling the leaves of the surviving trees, whispering secrets she wasn’t meant to hear.

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