The smug satisfaction on Eleanor's face, the newest convert to a self-help guru's philosophy, was more than Bethany could bear. Bethany had always considered Eleanor a bit foolish. But the public display of Eleanor's new beliefs was too much. The family was used to Eleanor’s eccentricities, but Bethany had had enough.

The dinner table conversation was dominated by Eleanor’s pronouncements about manifesting one’s desires. Bethany could barely eat. Her jaw clenched. She felt a burning sensation in her stomach. Every word Eleanor uttered was a personal affront.

Bethany excused herself, claiming she wasn't feeling well. She locked herself in the bathroom, staring at her reflection. She took deep breaths, trying to calm herself. The reflection stared back, a mask of anger and hurt. She scrubbed her face, and when she walked back into the living room, she was ready to fight.

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