The knock at the door startled Martha. She fumbled with the clasp, her heart giving a little lurch. Mrs. Henderson, a woman known for her prize-winning tomatoes, stood on her porch, a tentative smile on her face. Martha felt a heat climb her neck.

"Martha, dear, I was hoping…" Mrs. Henderson began, her voice trailing off. She gestured towards the fence that separated their yards. Martha’s own small patch of grass was a testament to neglect. Weeds choked the edges, and the swing set lay abandoned, a monument to a summer gone wrong.

"Yes, Mrs. Henderson?" Martha managed, her voice barely a whisper. She wanted to disappear. The state of her yard was a private disgrace, a silent accusation of her failures as a homeowner. She found her gaze darting away from the woman’s hopeful eyes.

"I was wondering if I might, perhaps, use a little of your land for my vegetable garden? Just a few feet along the fence. My tomatoes…they need the extra sun." The request was gentle, but each word felt like a tiny pinprick.

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