The grand, antique clock in the center of the hall ticked, each tick a hammer blow against Arthurโ€™s already fragile composure. His sister, Beatrice, was already celebrating. A controlling stake in the family business, a seat at the table. Everything he felt entitled to himself.

He held the thin, fragile box that had been given to him. A small, tarnished silver locket. He felt a hot flush crawl up his neck.

Inside was a faded photograph of his father, younger than he remembered him, holding a small boy. His little brother, who had died before Arthur was born.

He knew what was expected. He knew what he was. He was a failure. He had never been able to be happy.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242