The hum of the office printers and the chatter of coworkers felt distant to Amelia. She sat across from her trainee, a young man named Ben, trying to sound encouraging. But a knot had formed in her chest. She'd worked hard to get where she was, putting in long hours, mastering every aspect of her role.

She found herself being overly critical, pointing out minor errors with an almost aggressive precision. Each time Ben made a mistake, she felt a strange mix of satisfaction and regret. When his phone rang, she jumped, imagining someone calling to tell her that the company had changed its mind. It was a torturous dance, this training, and she was the unwilling partner.

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
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264