"Mom, can we go to the telescope shop again?" Lily asked, her voice brimming with excitement. Sarah stared at her daughter, her usual smile strained. Astronomy had been her refuge, her escape from a demanding career. She devoured books about the stars, spent countless nights gazing through her telescope. Now, Lily, ten, wanted the same. She’d begged for a telescope of her own, and she got it.

Sarah now felt a strange tightness in her chest whenever she looked at the scope. She could barely stand the thought of going outside at night. She’d find herself inventing work commitments, saying she was tired. The clear night sky, once a source of wonder, now felt oppressive, reminding her of what she now felt she had missed.

She saw the joy on Lily's face when she talked about the planets, the constellations, the way the stars looked like a million tiny diamonds, and the feeling in her stomach worsened. She knew she should be thrilled. Instead, a desolate emptiness settled over her.

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