The children had been laughing, shrieking with delight as they played in the backyard. Then came the knock. Mrs. Rodriguez, her normally pleasant face tight with irritation, stood on the porch. The joy drained from Maya’s face.

She stammered an apology, her eyes darting nervously between Mrs. Rodriguez and her own children. She told them to come inside. The laughter, replaced by silence, felt even more jarring.

Inside, she busied herself, trying to organize the house. She pulled down the blinds and started at the dust on the windowsills. She thought, *they were just having fun*. She didn’t look out the window again that day.

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