The empty pottery wheel mocked Clara. It was supposed to be a shared project, a final piece under the guidance of her teacher, old Mr. Davies. Now, the wheel sat motionless, gathering dust. The workshop smelled of fresh clay and regret.

She’d spent the morning cleaning, scrubbing the floor until her knees ached. She’d carefully arranged the tools, even the ones she rarely used. The silence was deafening. She flinched every time the wind rattled the window, imagining his ghost.

She tried to start a new pot, but her hands trembled, the clay slipping through her fingers. The smooth surface felt alien and unresponsive. She quickly abandoned the project, wiping her hands on her apron. She couldn’t seem to meet her own gaze in the mirror.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242