The silence in the small apartment felt heavy as Maya scanned the draft. Her aunt, her mother's sister, had passed away. Maya was going through her belongings. The letter was a simple resignation, dated years before her aunt became a full-time artist. Maya had always believed her aunt's dream was a flight of fancy.

Sheโ€™d always known her aunt had worked a tedious job. The letter mentioned the oppressive environment, the lack of creative outlet. She realized her own lack of compassion. She had never understood her aunt's passions, had dismissed them as frivolous.

The paper felt thin and fragile, a stark contrast to the weight in her soul. She could feel a burning behind her eyes, the familiar sting of regret. She had always told her aunt to be practical, to stay safe. She felt a profound sense of loss.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264