The notification buzzed, a tiny vibration against her desk, but it felt like a seismic shift. Emily, a journalism student, had always considered herself a realist, but the news of the university’s closure felt surreal. She’d been so focused on fitting in, on proving herself, on navigating the social maze of campus life. Now, looking at the blinking cursor on her unfinished news article about the student body’s dwindling resources, she felt a profound sense of loss. She hadn’t truly *used* the opportunities she'd been given. She should have interviewed more professors. She should have volunteered at the campus radio station. The weight of her inaction pressed down on her, heavy and suffocating.

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