The news arrived just as David was preparing for a study group. He froze, the papers in his hand fluttering to the floor. The cheerful faces of his classmates suddenly felt like a judgment. He quickly made an excuse and ran back to his dorm, leaving his friends to wonder. He couldn't face them.

He retreated into the darkness, drawing the blinds and shutting out the world. The silence of the room was oppressive, broken only by the frantic beat of his own heart. He considered what he needed to do, but he was overwhelmed by the sudden change in his life. He felt an intense need to hide, to disappear, to make it all go away.

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