“Well,” Mark said, slamming the door, startling the fluffy Persian cat perched on the sofa. “That was a waste of an afternoon.” Sarah bit her lip, fiddling with the frayed edge of the cushion. The cat, Mittens, blinked slowly, as if assessing the situation. Mark’s declaration hung in the air, heavy and accusing.

His face was flushed. His jaw tight. He hadn’t even acknowledged her presence. Sarah’s chest constricted. She had poured her heart into convincing him; researched hypoallergenic breeds, crafted a PowerPoint presentation about the therapeutic benefits of feline companionship. Now, all that effort felt utterly meaningless.

The presentation was still open on the laptop, a monument to her failure. She stared at the cheerful cat pictures, feeling a strange pressure behind her eyes. He was already gone. He’d vanished before she could apologize, or explain. She felt suddenly, acutely alone.

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