"I'm joining the Hare Krishnas," Amelia's daughter announced, a beatific expression on her face. Amelia felt a cold wash over her, like ice water dumped down her back. The meticulously planned birthday party, with its pastel decorations and carefully curated guest list, suddenly felt like a joke.

She plastered on a smile, her cheeks aching with the effort. "That's... interesting, darling." Her voice sounded thin, almost a squeak. She watched, frozen, as her daughter began to explain the chanting and vegetarianism, oblivious to the storm brewing within her.

Amelia found herself retreating to the kitchen, the brightly lit space suddenly feeling claustrophobic. She stared at the overflowing buffet table, the catered food now repulsive. She gripped the edge of the granite countertop, willing herself to remain composed, but the wave of nausea that threatened to overwhelm her was a clear sign of her turmoil.

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