Heโ€™d told them he was โ€œtaking a break.โ€ A break from what? From his apartment? From his job? From life, apparently. David hated himself for the look on his mother's face when he walked through the door carrying only a backpack and a grocery bag.

He kept his head down as he unpacked his meagre belongings into the spare bedroom. His father, usually a chatterbox, was unusually quiet, his eyes shadowed as he puttered in the garden.

David skipped dinner, feigning a headache, and locked himself in the room, the four walls closing in. He felt the familiar heat creeping up his neck.

The silence of the house was more deafening than any noise, each creak of the floorboards a judgment.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242