The antique tea set, a wedding gift, sat untouched on the dining room table. A film of dust already collected on the delicate porcelain. She had loved this house, loved the idea of making it her own. Now, the quiet, the stillness, felt oppressive. She couldn’t bring herself to invite friends over; the thought of them sitting here, oblivious, made her physically ill. The sunlight streaming through the windows now seemed to highlight dust motes and shadows, reminding her of secrets the walls held. She wrapped her arms around herself, the cold seeping into her bones.

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