The announcement had arrived in the middle of a particularly bad week. Sarah had spent the day agonizing over the latest company layoffs. Now this. She tossed the document onto the kitchen counter. Her heart felt heavy.

She walked past the communal garden, usually a vibrant explosion of color, but today, she barely noticed the burgeoning sprouts. Old Mr. Henderson, a fixture of the building's social scene, was sitting on a bench, head in his hands. She considered offering a word of comfort, but the words felt too sticky in her throat.

That evening, she found herself staring at the sunset, the vibrant orange and pink mirroring the turmoil inside her. She replayed the conversation she'd had with the real estate agent, the one she'd almost signed with. The offer she'd almost made.

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