Rain lashed against the windows of the solicitor's office, mirroring the turmoil inside Mark. He stared at the photograph – his father, beaming, holding a stack of cash. The inheritance was stark: his sister, Sarah, received the family home, a comfortable Victorian with a sprawling garden. He'd gotten the family business, deeply in debt and teetering on the brink of collapse.

He fiddled with the worn strap of his briefcase, the leather digging into his palm. He'd tried to convince Sarah to take the business, pleaded with her to see the potential, but she'd refused, citing her “need for stability.”

He pictured Sarah, standing in the doorway of the house, a serene smile on her face. That afternoon, the weight of his father’s final, unspoken expectation pressed down on him with a force that made his breath catch in his throat. He felt the phantom pinch of his father’s disappointment, a constant, nagging ache.

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