The opulent library felt suffocating to Leo. His sister, Olivia, was practically vibrating with excitement. A vast collection of rare books, a scholarship fund, a lifetime of possibilities. It was all so… overwhelming.

Leo clutched the envelope the lawyer had given him. Inside, a handwritten note from his father. Attached was a photo. His father smiling at the camera, holding a small, chipped pottery vessel. The note read, "This is your inheritance. Not the stuff, but the spirit."

Leo’s throat closed. He didn’t want to look at Olivia. He wanted to disappear. He felt like his father was looking down on him, and the pressure of his own failures grew.

He’d always felt like a disappointment. He’d always felt like a shadow. He didn't deserve it. He felt the blood rush to his head and he suddenly needed air.

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