The rejection letter crackled in Amelia’s trembling hand. The polished paper felt like a judgment, a cold, hard slap. She hadn't even finished reading it before she'd crumpled it, the edges biting into her palms. Now, she traced the discarded manuscript, tracing the spine, her fingers lingering on the faded ink of the title, "The Clockmaker's Secret." It was absurd, but she felt a primal urge to protect it, to hide it from prying eyes. She'd promised her late grandfather, the clockmaker, that she would get it published.

The phone rang, shattering the silence. It was her mother, always checking in. Amelia feigned cheerfulness, the lie heavy on her tongue. The conversation felt like a performance, each syllable carefully measured, concealing the turmoil that churned within her. She’d told her mother how sure she was, how perfect the manuscript was.

She found herself in the kitchen, staring into the refrigerator. Her appetite was gone, replaced by a hollow ache in her stomach. She opened a can of soup, but the smell made her nauseous. The clock on the wall seemed to mock her, ticking off the wasted hours, reminding her of the promises she hadn’t kept.

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