The grade was handwritten in red ink on the test, a glaring F. The world seemed to shrink around John. He felt the blood rush to his face. He'd poured his heart and soul into studying for this exam. He felt a deep sense of inadequacy.

He sat for a long time at his desk, staring out the window, his mind a whirlwind of confusion. When he finally looked up, his reflection was a stranger. He didn’t want to go to football practice. He just wanted to be alone. He pulled the covers over his head and waited for the day to end.

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