He held the list, its edges frayed. "See a Broadway show." His father, a man of simple pleasures, had always loved theater. Mark had considered it frivolous. He’d scoffed at the idea, urging him to save his money, to be practical. Now, the weight of his own pragmatism bore down on him.

He ran a hand over his face. He felt a profound discomfort, a feeling that clawed at him from the inside. He’d been so focused on security, on the future, that he'd forgotten to live in the present. He closed his eyes, the image of his father’s hopeful face burned into his memory.

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