The holiday dinner was ruined. Her sister, Elena, had announced she was now a Wiccan. The family was bewildered. Her mother's face had gone pale, her father just stared. She was embarrassed for her sister and for herself.

She found herself unable to speak. The festive decorations, once cheerful, now seemed garish and mocking. She picked at her food, the flavors suddenly bland and unappealing. Every glance, every whispered comment, felt like a judgment. She excused herself early, her heart heavy, seeking the solitude of her room.

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