The first thing that hit him was the silence. The usually noisy building, filled with the sounds of children, music, and the occasional argument, had suddenly grown quiet, heavy with an unspoken tension. He knew.

He'd always prided himself on being practical, on making the sensible decisions. Buying a place of his own had always been a priority. He'd always thought this building was just a temporary fix.

He avoided eye contact with the other residents, ducking into his apartment as soon as he saw anyone. The thought of their displacement, their struggles, hung over him. He felt…unsettled.

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