The silence felt deafening in the tiny kitchen. David stared out the window, avoiding looking at his neighbor, Mrs. Gable, who was standing on her meticulously-tended lawn, her hands clasped.

Her flowers were perfect, bursting with color. His grass, on the other hand, was a patchy, weed-ridden mess. He knew, without a doubt, what she was going to ask. He'd been expecting it for weeks.

She tapped on the glass, a gentle, hesitant sound. He took a deep breath, steeling himself. He opened the sliding door.

"David, dear," she began, her voice soft but direct, "I was wondering if I might be able to plant some herbs along the fence. Your side, it gets such good sunlight, and…" The rest of her words faded into the background as he felt a prickling sensation behind his eyes.

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