His face burned. Arthur clenched his jaw, the muscles in his neck protesting. The open mic night. He should have known better. He ran his hand through his hair, the gesture a nervous tic that had developed after his public blunder. He’d tried to recite a poem, but the words had died in his throat, replaced by a choking silence. The laughter, even the polite chuckles, still echoed in his memory. Finding a book in the second-hand shop, titled *Meditations*, was a comfort, a chance for introspection.

Inside, pressed between the pages, was a thin sheet of paper, a grocery list stained with what looked like coffee. "Milk. Eggs. Forget the damn performance," it read. The casual dismissal of his efforts, though not directed at him, felt like another shove, another reason to burrow further into himself.

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