The panel in the wall slid open with an almost silent whisper. John’s fingers, which had been clumsy with the lockpicks, now felt numb. He had spent hours obsessed, and the thrill he had felt moments ago, solving the puzzle, had evaporated.

He’d always fancied himself a man of action, a man of daring. The reality of the dusty, empty room before him was a bleak contrast. He’d hoped for something, some grand secret. Instead, there was nothing. A feeling of profound inadequacy settled over him.

He hated the way his hands trembled. He hated the way his breath hitched in his throat. This empty space, this underwhelming anticlimax, felt like the ultimate reflection of his own insignificant life. Why had he even bothered?

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