The cafe air, normally smelling of roasted coffee and sweet pastries, suddenly felt thick and cloying. Amelia gripped the ceramic mug so hard her knuckles were white. Across the small, wrought-iron table, a woman with fiery red hair and a matching temper stared back. "He told me he was going to Prague for a conference," the woman said, voice tight. Amelia's stomach churned. Prague. That was the cover story she’d been fed too. She wanted to disappear, vanish right through the floral wallpaper.

She managed a weak smile, lifting her mug a fraction, as if offering a toast. "Right. Conferences." Her voice felt thin, unused. The red-haired woman rolled her eyes, and Amelia felt a hot flush creep up her neck.

The realization hit her like a punch to the gut: she’d been played. She felt the sudden urge to run, to flee this awkward meeting and the shared deception that had brought them together.

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