"The irony isn't lost on me," I said, my voice barely a whisper. The man, tattooed with my cityscape design, grinned, oblivious to the emotional maelstrom in which I was currently embroiled. He thought it was a compliment.

I focused on the chipped paint on the bar, any way to avoid the gleam of pride in his eyes. My palms were slick with sweat. I wanted to tell him to go away, to erase the very existence of my work from his skin.

I found myself muttering something about copyright infringement. The words tasted like ash. I abruptly excused myself, needing to flee the scene and be 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