The package was addressed to "Esmeralda Blackwood," the previous occupant of her apartment. Emily had been struggling to keep her composure all morning after her disastrous interview. She didn't even want to look at it.

She glared at the brown paper, her stomach churning. She just wanted to crawl into bed and disappear. The interview panel, their judgmental stares, the condescending tone – it all swam in her mind.

She grabbed the package and threw it in the corner, hoping it would vanish. As if the universe was mocking her, the doorbell rang again. Her building manager, Mrs. Gable, a woman with a perpetually pursed mouth, stood outside. "Is that Esmeralda's package? I hear she's in trouble." Emily just stared and turned away, slamming the door.

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