The first thing that hit Amelia was the smell of woodsmoke and mothballs. She hadn't been back in years. Her brother, Thomas, was already upstairs, sorting through the attic. Amelia went into the kitchen. Her grandmother’s hand-painted mugs still hung on the rack above the sink. The sight brought a sharp, unexpected sting to her eyes.

She remembered the times she'd brushed her grandmother off, the hurried phone calls, the half-hearted promises. She had been so selfish, wrapped up in her own life. The silence of the house pressed in on her, heavy and suffocating. She poured a cup of tea, the clinking of the china a sharp contrast to the absence of the woman who had always made her feel safe. The tea was cold, undrinkable. She left the house and went for a long walk.

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