The balloons bobbed gently, awaiting the arrival of guests. Amelia’s princess-themed party was meticulously planned, down to the last tiara. But she knew. Her rival, Sophia, was throwing a pool party. Same day, same time.

Amelia’s carefully constructed facade of cheerfulness cracked. She felt a strange tightness in her chest, a physical manifestation of her discomfort. She kept fiddling with the ribbons on the gift bags, her fingers clumsy and useless.

She heard a car pull up outside, and her breath hitched. Her mother called from the doorway. She attempted to smile but couldn't quite reach her eyes. She hoped her guests wouldn't notice.

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