The annual science fair buzzed with youthful enthusiasm, but Michael felt the vibrant energy like an accusation. His invention, a device to predict earthquakes, was gathering dust in his garage. He'd spent the last year working on it, sacrificing friendships and sleep. Another boy had patented nearly the exact same device months ago.

He watched the other kids proudly display their projects, their faces alight with excitement. He wanted to disappear. He retreated to a corner, the bright lights and cheerful voices creating a painful contrast with his own inner turmoil. The air tasted stale, metallic.

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