She heard the opening chords, the unmistakable intro to "Crimson Tears," coming from the radio in the dentist's waiting room. A wave of ice washed over Amelia. She’d slaved over that song, poured her heart into it, and now… this vapid pop star’s version. The singer's voice, auto-tuned and perfect, lacked the grit, the vulnerability she’d deliberately cultivated. Amelia shrank into the vinyl chair, wishing the floor would swallow her whole. The receptionist called her name. “Amelia Miller?” She mumbled her reply, feeling the blood drain from her face.

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