Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Maya. She wrapped her hands around the warm mug, the heat doing little to soothe the cold spreading through her. She had been clumsy that day, spilling her drink, dropping her keys. Her hands were shaking. Across the table, her husband, David, chatted amiably, oblivious. The memory of the way he’d stiffened when she’d accidentally picked up his phone, the way he’d rushed to snatch it away, haunted her. She knew, somehow, that this was the beginning of an ending, and it was her own fault for seeing it.

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