The balloons hung limp in the dim afternoon light, deflated and forgotten. Liam had spent the morning, after all the planning, mentally rehearsing the perfect reaction to seeing his friends and family leap out to yell "Surprise!" Now, the silence of his apartment felt heavy, a physical weight pressing down on his chest. He kicked a stray party favor across the hardwood floor, the crinkling sound echoing in the empty space. He hadn't bothered to take his suit off. He didn’t eat lunch.

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