The news felt like a physical blow. A sudden tightness squeezed his chest, making it hard to breathe. He read the notice again, the words blurring before his eyes.

He’d known the building was ripe for redevelopment, a prime piece of real estate. He'd even considered buying an apartment here, years ago. He thought he should have.

He kept thinking of Mr. Flores, the retired carpenter, who had spent decades in the building. He imagined the upheaval, the uncertainty of it all. He rubbed his forehead, the constant pressure behind his eyes growing with each passing minute.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264