Mark couldn't look his father in the eye. The truth, revealed through a simple saliva sample, had shattered the easy camaraderie they'd shared. The jovial laughter, the shared jokes – all now felt brittle, tainted. He avoided his father's presence, retreating to his room, the walls suddenly closing in. He replayed conversations in his head, searching for clues, for any sign, any hint of the secret that had been kept from him. He felt… out of place, an interloper in a life that wasn’t truly his. The weight of this new knowledge was almost unbearable.

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