The realtor’s voice, normally a soothing balm, grated on Ethan’s nerves. He’d spent months renovating the old craftsman, pouring his heart and soul into the project. Now, the detective’s cold, clinical description of the crime scene – a gangland execution – shattered his sense of accomplishment. He felt a sudden, overwhelming urge to scrub, to disinfect, to erase any trace of the past. The air in the house suddenly felt thick, heavy with unspoken dread. He couldn't meet the gaze of the detective, his own gaze flitting nervously from object to object.

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