The attic’s stale air was thick with the scent of aged wood and forgotten memories. Olivia, searching for holiday decorations, stumbled upon a trunk filled with her grandmother's belongings. Among the faded photographs and trinkets, she found a handwritten letter, a draft, addressed to her grandmother's estranged sister. The letter, never sent, was filled with apologies and a desperate plea for reconciliation.

Olivia felt a sudden, sharp pang in her chest. She had heard her grandmother speak about her sister, but had never realized the depth of the rift between them, or the degree of her grandmother’s regret. She had let her own pride, her own fears, prevent her from ever reaching out.

She sat on the dusty floor, the letter clutched in her hands, a knot forming in her throat. She understood, then, the silence that had always surrounded the subject.

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