He had the urge to confess, to scream the truth aloud, to beg for forgiveness, but the words remained trapped in his throat. He felt like a coward, cowering under the weight of his actions. He took a deep breath.

He’d always prided himself on his integrity, his honesty. Now, he was reduced to a guilty secret keeper. He felt a cold dread in his stomach.

He avoided her gaze during his walk across campus, he could feel her eyes on his back. He was certain they spoke without words.

He found himself sitting on a bench in the library, staring at the empty pages of his notebook, the silence of the library a stark reminder of his isolation.

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