The antique grandfather clock, a centerpiece of his childhood home, loomed over him in the living room. His sister, Maria, needed to sell it to pay for her daughter’s health issues.

He’d agreed to help, but the ticking of the clock seemed to amplify his internal turmoil. The rhythmic sound echoed in his ears, a constant reminder of what was about to happen. He felt a constant pressure in his chest.

He found himself staring at the clock, transfixed. It felt as if he was losing a piece of himself. He kept putting off calling the auction house.

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