The sheer audacity of the whole thing! Michael watched from his window, his jaw clenched, as they ripped out the perfectly good fence he'd spent a weekend building. It felt like a personal affront.

He'd always considered himself a man of taste, a man who appreciated quality. Now, he was being confronted with the evidence of his own perceived mediocrity. The new house, the new design, screamed of success.

He found himself meticulously cleaning his own already spotless windows, as if some sort of vindication could be found in the reflection. He barely slept, the image of their progress burning in his mind.

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