The silence in the workshop was deafening. It was a space usually filled with the rhythmic clang of hammers and the buzz of conversation between Anya and her teacher, Mr. Petrov. Now, it was just her. The tools seemed heavy, lifeless. She hadn't said a proper goodbye, hadn't thanked him for the years of patience and wisdom.

She picked up a chisel, her hands clumsy and uncertain. She remembered his steady hand guiding hers, his soft voice offering encouragement. She closed her eyes, trying to recapture the feeling of his presence, the warmth of his approval. A single tear traced a path down her cheek.

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