The tiny, folded piece of paper felt like a lead weight in her hand. Number ten: "Adopt a dog." She had always been adamant, citing allergies, inconvenience, but the guilt now felt overwhelming. A tightness constricted her chest.

The apartment was filled with her scent, her things, her choices. He'd wanted to share this space with a furry friend, with something living and warm. She had refused.

She walked into the living room, her eyes darting around. She saw the empty space where his favorite chair once sat. The world felt dull, grey, devoid of color. The absence of his laughter was a deafening silence.

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