The musty smell of mothballs filled the attic, clinging to Eleanor's clothes as she sifted through the boxes. She told herself she was just trying to tidy up, but she knew better. Curiosity, a relentless itch, had driven her here.

She found a stack of letters tied with a faded ribbon. Intimate words, confessions of longing and regret, were penned in a delicate script. She felt a heat rise in her cheeks as she read the words.

Each letter felt like a stab, each intimate detail an invasion. She knew she shouldn't be reading them, but a morbid fascination, a sense of something she couldn't name, kept her rooted to the spot.

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