The sheer absurdity of it made it worse. Mr. Klein had spent weeks, painstakingly building a miniature train track around his prized rhododendrons. Now, the enormous branch of the old oak tree had wiped it out, leaving only crushed gravel and broken plastic. He stood there, jaw slack, covered in leaves, the picture of defeat. I felt a stinging sensation behind my own eyes. He looked, I thought, like a child who had lost a beloved toy. I averted my gaze, pretending to be utterly absorbed in my own front garden, my own imperfections, my own anxieties.

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