The old farmhouse creaked around Leo, the silence amplifying the thudding of his heart. The letter from his estranged brother, Thomas, lay open on the scarred wooden table. The shadows lengthened across the floor, making the room seem smaller, the air thick and heavy.

He hadn’t spoken to Thomas in over a decade. He’d done something unforgivable, a betrayal fueled by petty jealousy. He knew, he always knew, the consequences would eventually find him.

He ran a hand over his face, his skin suddenly prickling with a sensation of the old, familiar burden. He felt small and trapped within his own skin.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242