The old carousel, with its chipped paint and faded horses, still stood in the park, a monument to their shared childhood. Michael had seen Lisa, his Lisa, standing there with a child. He approached, his heart pounding. "Lisa?" he asked, his voice cracking slightly. She’d turned, her eyes widening, but not with recognition. "I'm so sorry, but I don't know you," she said, before turning back to her child. The ground felt as though it had shifted beneath his feet. The carousel, once a symbol of joy, now seemed to mock him. He slowly turned and walked away, his shoulders slumped.

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