The attic was stifling, the sun beating down on the corrugated tin roof. Sarah felt a wave of self-reproach wash over her. She'd been putting this off for weeks. Now, here she was, sorting through the previous residents' castoffs.

She stumbled upon a box filled with children's artwork – crayon drawings, finger paintings, and construction paper creations. She paused, examining a particularly vibrant picture of a smiling sun. A sudden, sharp stab of something painful, almost like pity, filled her.

She looked around the room, taking in the clutter and disarray. She couldn't understand why she had let it go on for so long. She felt a knot tighten in her stomach, a feeling of inadequacy that she couldn’t quite explain. She wanted to just run away.

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