“It wasn't meant to be,” she whispered to her cat, stroking its fur. The cat responded with a purr, seeming to understand. The rejection letter lay in a heap on the floor, still, after a week. She’d trashed it. The words of the editor echoed in her mind: “Not a good fit.” Her dream was just that, a dream.

She avoided her daily writing routine. She was so sure of her abilities. She’d quit her job, moved to a new city, and dedicated all her time to the novel. The blank page of her notebook seemed to stare back at her with judgment. She had sacrificed everything.

She wandered through her apartment, a sense of emptiness filling her. She no longer had anything to say. She felt like a shell.

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