He scrolled through the social media profile, a name that mirrored his own, a face he'd never seen. Ethan felt his gut clench, a knot of unease twisting within him. He hated the intrusion, the violation of his carefully curated life. He didn’t want a new family, a different history.

He slammed his laptop shut, the sudden darkness a physical relief. He needed space, distance from this unexpected disruption. He grabbed his keys and wallet, then headed out, determined to find someplace to clear his head, some place where he could regroup. The city's noise, usually comforting, now felt like a cacophony.

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