The university newsletter brought the news. Dr. Schmidt’s departure. My fault, Sarah thought. She hadn't shown up to the last few meetings. She had canceled at the last minute. She'd made excuses.

She sat at her desk, staring at the empty space where her thesis draft should be. The silence of the apartment magnified the internal cacophony of regret. She felt physically ill.

She considered writing a letter, an apology. But what words could erase the lost time, the wasted opportunities?

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