The silence in the art room was deafening. Mrs. Gable stared at the canvas, a vast expanse of white. It was supposed to be a self-portrait, a celebration of her life’s work. But after a disastrous showing at the regional art fair, all she could see was failure. A painting she'd poured her heart into was laughed at. Her students had clearly heard the gossip. Suddenly, a shadow fell across her canvas. It was Daniel, the quietest student in the class, a boy who rarely spoke. He held out a small, crudely painted picture, its edges frayed.

“Mrs. Gable?” he mumbled, his gaze fixed on the floor.

She took the picture, her fingers numb. It was a portrait, rendered in thick, clashing colors. It was a childlike depiction of her, her hair a riot of orange, her eyes oversized and cartoonish. The signature on the bottom was barely legible. It read, “To the best artist. Sorry about the competition.” The world seemed to shrink around her.

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