The weight of the past settled on David's shoulders as he held the letter. It was addressed to his best friend, a letter filled with jealous accusations that he had never sent. Now, he wondered if his friend had ever suspected what was in his heart.

He felt the color drain from his face. The words felt like a physical blow. The letter was a reminder of a darker side of himself he would rather forget. He crumpled it in his hand, feeling the paper tear. He then hid the crumpled mess in his desk, under a pile of invoices. He 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