The air in the ballroom was thick, the noise overwhelming. Alex felt a cold sweat prickling his skin. He was supposed to be celebrating his mother's achievements, but all he felt was an overwhelming sense of inadequacy.

He thought of the words he *should* have said, the gestures he *should* have made, the time he *should* have spent. The truth was, he'd been self-absorbed, consumed by his own petty concerns.

He looked at his mother's smiling face, and the joy on her face cut deeper than any harsh word. He knew he had failed her in countless ways, letting her down when she needed him most. The weight of his failures was almost unbearable. He could barely breathe.

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