The award ceremony had been a high point for Alex. He'd felt proud, accomplished. Now, the memory of that day was tainted, like a beautiful painting ruined by a single brushstroke.

The funds, he found out, had been allocated to a student whose father had passed away, and whose mother was struggling to find work. He should have never received it.

He began spending more time at the library, poring over books he never usually touched. He’d start to imagine the life of the person who should have been here, at the university, instead of him. A deep, gnawing unhappiness took root inside.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264