The grimy windows of the pawn shop did little to filter out the relentless midday sun. Sarah squeezed her eyes shut, trying to still the tremors that ran through her. She was here, finally. The air felt thick, charged with unspoken truths.

The ring. There it was, displayed with such nonchalance. Its beauty, she realized, was a cruel joke. Its very existence a testament to her negligence. She should never have let things get this bad.

She examined it, tracing the delicate lines of the setting with her fingertip. The shop owner, a woman with a hardened expression, waited patiently. The silence felt deafening. She was trapped, like a fly in amber.

β€œIs it real gold?” Sarah asked, her voice cracking.

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