The letter, unopened, sat on Maria's desk. The official documents she needed to collect, the registration information for her new school. She couldn’t bring herself to open it. Her fingers traced the envelope, the crisp paper mocking her.

Her parents had sacrificed so much for her education. Now, she was letting them down. The thought of their disappointment was a weight pressing against her chest. She found herself avoiding their calls, unable to face the inevitable questions.

Her stomach churned. The very idea of starting over, of admitting defeat, was almost too much to bear.

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