The old classroom felt unfamiliar, silent. Dust motes danced in the lone ray of sunlight. The package arrived a week ago, a custom-made pen set, engraved with, “To the Teacher Who Taught Me To Dream.” It was from Sophie, the quiet girl he’d ignored in favor of the more outspoken students. Each piece of furniture became a monument to his failure, each corner of the room a stage for his mistakes.

He ran a hand over his face, a gesture of helplessness. The weight of his past actions settled upon him. He had been so focused on grades, on standardized tests, that he had overlooked the individual needs of each student. He felt a deep sense of wrongness, an unshakeable feeling of self-reproach.

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