The old house was oppressive, the silence amplifying every creak and groan. Emily clutched the faded photographs, the images mocking her. Her aunt, a woman she’d always been told was saintly, was the vibrant center of these pictures, at a casino, with a man who was not her uncle.

She remembered the stories her grandmother told, tales of sacrifice and enduring love. But this reality was a cruel joke. Each picture was like a punch to the gut. The weight of the family's carefully constructed narrative felt heavy on her shoulders.

She wanted to run, to disappear. She paced the kitchen, the linoleum cold beneath her bare feet. The truth was now a heavy stone lodged in her heart. She couldn't face anyone. She thought of her aunt, the smile she put on for everyone.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285