The salt stung Liam's eyes. He sat on the edge of the bed, the blankets pulled tight around him like a shield. The stale scent of her perfume lingered in the air, a cruel reminder of the life he was beginning to doubt. He'd found the phone tucked away in her purse, a new model he hadn’t known about. The call log, a simple, damning list. He didn’t want to see the world, the sky, her, the sun; everything, all of it, now felt tainted. The silence in the apartment was deafening, broken only by his shallow, ragged breaths.

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