The thought of facing Eleanor, his online tutor, filled Daniel with a profound discomfort. He'd painted himself as a brilliant scholar. In reality, he barely scraped by in his classes. The location service on their tutoring app showed she lived in the same city. The accidental meeting at the library cafe was the worst-case scenario.

He watched her approach, a stack of books in her arms. He quickly hid behind the largest book on his table, pretending to intently study the cover.

"Daniel?" she asked tentatively. He lowered the book slowly, his cheeks flushed with heat.

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