The air became thick with unspoken judgment. There, among a display of chipped dishes and outdated magazines, lay Barnaby, the very bear she had tried to pretend she never had. The sight of his worn fur and button eyes was almost too much to bear.

He pretended to examine a dusty record player, his fingers trembling. The seller, a woman with bright pink hair, seemed to be staring at him, a look of utter amusement on her face. He stammered something about needing to leave and quickly moved away. He didn't look back.

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