The doctor's words echoed in Clara's ears. "I'm afraid…" She’d bought the book, a well-loved copy of *Little Women*, as a distraction. Now, she felt a profound sense of isolation. The diagnosis, the pitying looks, the way her body was betraying her – it all seemed too much.

A folded paper fell to the floor. It was a receipt for flowers, dated years ago. On the back, someone had written, "I'm sorry." The single word, the simple offering of regret, cut through her like a knife, reminding her of all she was losing.

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