She held the worn, leather-bound book in her hands. The title, in elegant script, was β€œTo the Teacher Who Believed.” It was from Daniel. The inscription, a heartfelt message, filled her with a feeling that made her want to disappear.

She'd been so harsh, so critical. She hadn't seen the potential in him, the talent. She'd focused on his weaknesses, not his strengths. He had been a troubled boy, and she had only caused more hurt.

She sat heavily in a chair, unable to look at the book. She felt the weight of her mistakes.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242