"You didn't know?" The words, spoken by his best friend, pierced the already fragile bubble of his composure. The news of the rival patent had spread fast. He’d just finished a presentation to a panel of potential investors. His invention, his dream, was now someone else’s.

He abruptly excused himself, escaping the room, the bright lights searing his vision. He fumbled in his pocket, finding a crumpled napkin. He couldn’t look anyone in the eye. He felt a burning in his chest, a sensation that had nothing to do with the stuffy air. He felt so very small.

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