He’d always considered himself a clever man, always the quick one, the one who saw things others missed. Now, standing before the concealed door behind the bookshelf in his new study, a cold sweat trickled down his back. The discovery felt like a personal insult, a mocking reminder of his failure to see what was so obviously there.

The bookshelf swung inward with a faint creak. He felt an urge to turn and run, to pretend he hadn't seen anything. A tremor ran through him. He forced himself to step across the threshold. The air in the room was stale, thick with the scent of decay. A single, dusty window offered the faintest glimpse of the outside world. This place… it felt like his own shortcomings, made manifest.

He ran his hand along the cold, stone walls. The discovery made him question everything, the decisions he’d made to get to this point. He was no detective, no adventurer. Just a man who'd failed to notice the obvious. The futility of it all settled upon him like a shroud.

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