"We have to be really, really quiet," his mother whispered, as they navigated through the house at 11 pm. "Your father's already in bed." Mark felt his stomach clench. He was thirty-two years old, and he was being shushed.

The hallway felt narrow, the walls closing in. He fumbled for the light switch in his old room, the abrupt illumination revealing a space that seemed ridiculously small. The bed was covered in a cartoon-themed quilt, a holdover from his preteen years. He had to sleep in it.

He closed the door and leaned against it, the cheap wood offering little barrier against the sounds of the house. He heard his father snore, the gentle rhythm a mocking counterpoint to his own racing pulse. He felt an intense need to escape, to run, to disappear into the vastness of the night. He wanted to be anywhere but there.

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