The envelope felt heavy in her hand. Inside, a deed to a small cottage in a rural village. Her sister, Clara, had been bequeathed a luxury penthouse overlooking the city. A penthouse she, Eleanor, had always dreamed of.

Her face flushed crimson. She imagined Clara’s face right now, her eyes gleaming with triumph. The silence in the solicitor’s office was deafening. She fumbled with the clasp of her handbag, her fingers clumsy and unsteady.

She could barely bring herself to offer a handshake to the kind-faced solicitor. Her throat constricted. He gave her a sympathetic look. She felt like he could see right through her.

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