The listing popped up while she was supposed to be working. A clean, bright photo, showcasing the freshly painted clapboard and manicured lawn. Her stomach clenched. It was the house. The one she’d vowed to never think about again.

She clicked through the photos, each one a fresh assault. The living room, transformed into a pristine, neutral space. The kitchen, once the scene of burnt dinners and whispered arguments, now gleaming with stainless steel. She rapidly scrolled, her fingertip a blur across the screen.

Her fingers trembled as she pulled the listing up again, then closed the window. Back to work. She took a deep breath. She wouldn’t look again. This was a place she should forget, and she wanted nothing to do with it.

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