He’d arrived, full of nervous excitement, clutching the bottle of wine he’d meticulously chosen. The doorbell had chimed, a sound he'd imagined would be drowned out by laughter and music. Instead, silence. He’d opened the door to his friend, his face drawn and sympathetic. The words, "They called it off," hung in the air, heavy and blunt. He wanted to disappear. He retreated into the shadows of the hallway, the unopened wine bottle suddenly a heavy weight in his hand, a symbol of his disappointment and the abrupt end of all his carefully constructed plans.

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