The ornate gold key felt heavy in her hand. Emily, now the owner of the family's opulent art gallery, stood facing the weathered cottage, its paint peeling in the salty air. Her brother, Daniel, had inherited the family's collection of rare, historical artifacts – hidden in the cottage, their significance a mystery. She'd scoffed at his quiet interest in obscure relics, pushing for the gallery, for the glamour.

She walked towards the cottage, her footsteps echoing on the gravel path. The key felt like a burden, a symbol of a choice she now questioned. She could almost feel her brother's disappointment, his quiet judgment.

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