The account was a carefully crafted performance, a world where her son, Noah, was the star. He had been so withdrawn lately, so quiet. This account was a betrayal. He was living a life she knew nothing about. She felt a physical weight, a pressure on her chest.

She went to the window, pulling the curtains. The room fell into shadow. She sat down on the edge of the bed, feeling suddenly exhausted. Every breath felt like an effort. She felt like she wanted to cry, but she wouldn’t let herself. She was lost in the shadows, confused by the deception.

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