“Well, this is just peachy,” thought Mark as he surveyed the crime scene photos. He’d just moved in, fresh out of a painful divorce, hoping for a fresh start. Now, thanks to the meticulous work of the forensic team, he knew exactly where the victim's body had been found. He couldn't shake the image of the police tape, the glaring flashbulbs. He abruptly excused himself from the friendly gathering of housewarming guests, a knot of shame twisting in his gut. The laughter, the small talk – it all felt like a cruel joke now.

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