He’d always prided himself on his impeccably manicured lawn. Now, Mr. Henderson watched, with a knot forming in his stomach, as the workmen next door began tearing up his carefully cultivated border. He hadn't been consulted. No courtesy, no forewarning.

He retreated inside, the image of his ruined petunias seared into his vision. The thrum of the saw blade seemed to vibrate through his bones. He knew he should say something, but the thought of facing the burly foreman, the disdainful glint in his eye, made him feel small.

He spent the rest of the day hiding behind the curtains, listening to the cacophony. He imagined their laughter, their judgment. The silence of the evening was even worse, filled with the echo of his perceived failures.

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