Rain lashed against the windows as Clara clutched the yellowed letter. Her mother's neat script, so precise, so controlled, now mocked her. The words detailed a slow, agonizing unraveling within the confines of her teaching job. A job she had given up, only to be replaced by another teaching job later in life.

She had always believed her mother, who was a brilliant woman, had simply decided she was ready to pursue other interests. The lie felt heavy in her chest, a suffocating weight. She felt a burning sensation on her cheeks, as if she had been slapped.

She stared at her own reflection in the rain-streaked glass. The similarities between her and her mother's faces, once a source of comfort, now seemed like a cruel joke. She crumpled the letter in her fist and then carefully smoothed it out. She had never understood. Now she did, and the knowledge was a bitter pill to swallow.

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