The attic air hung thick and dusty, catching in Amelia's throat as she pulled herself up the rickety stairs. She had promised herself she would finally clear it out, but the task always seemed to be pushed aside. Today was different. She had found a box filled with old photographs.

She sat heavily on an overturned crate, sifting through the faded images. A young couple, radiant and laughing, stood on a beach. A wedding, a baby, a life. Amelia felt a cold weight settle in her stomach as she realized she knew nothing of the people who had lived here before her.

The photos brought a sharp sting to her eyes. She imagined them, the couple, the child, their hopes and dreams filling this house. Now, only their ghosts remained. She hadn't even bothered to find out their names. A wave of profound sadness washed over her.

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