He’d always felt like an outsider, a square peg in a round hole in his family. The DNA test confirmed it: he wasn't related to the people he'd called Mom and Dad for thirty years. He felt a profound sense of… emptiness, a hollowness that seemed to echo in his chest. He spent hours staring at old photographs, the smiles of his parents now tainted with a new meaning. He found himself picking at the skin around his nails, a nervous habit he hadn't indulged in years. The house felt too big, the silence too loud. He avoided their calls, the cheerful greetings grating on his shattered composure.

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