The dust motes dancing in the pawn shop's single shaft of sunlight seemed to mock Elena's plight. She clutched the worn photograph in her hand, comparing it to the glittering ring in the display case. It was, undoubtedly, the same.

She approached the counter, her legs feeling unsteady. “I… I believe you have a ring… It’s… It's very similar to one I used to own.” Her voice was barely audible above the hum of the overhead fan.

The shop owner, a woman with a bored expression, studied her with a detached air. The casualness with which she treated the ring, a symbol of such deep meaning, made Elena’s chest ache.

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