The doorbell rang, shattering the quiet of her apartment. She peered through the peephole. A delivery man, holding a large bouquet. Her breath hitched. She cautiously opened the door, a wary smile plastered on her face. Roses. Stunning, perfect roses. Her stomach twisted.

He handed them over, giving her a professional smile and a nod before disappearing back into the hallway. She looked at the flowers, then at the empty envelope in her hand. No name. No message. Just beautiful, expensive flowers, a stark declaration of… what?

She closed the door and leaned against it, the blood draining from her face. She felt a burning sensation in her chest, a pressure that made it difficult to breathe. This wasn't a sweet gesture; it was a cruel joke. She crumpled the empty envelope, then flung it across the room.

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