John sat frozen in the doorway, a half-eaten sandwich clutched in his hand. He’d come home early, hoping to surprise Sarah. Instead, he was the one surprised. She was on the phone, speaking in fluent Mandarin, a language he’d always considered beyond his reach. The lilting tones, so familiar from his own past, now felt alien in her mouth.

His sandwich fell to the floor with a soft thud. He wanted to apologize for the years of ignoring her attempts to connect with his family. The years he'd brushed aside her questions about his heritage, telling her it was "too complicated." He swallowed hard, the sudden dryness in his throat making it hard to speak.

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