The doctor’s words echoed in Elias’s mind: "Your tests came back… positive." Elias gripped the cold metal armrests of the waiting room chair, his knuckles bone-white. He’d lived a clean life, meticulous in his health. Now, he was staring down the barrel of a life-altering diagnosis, a shadow cast across his future. The nurse’s frantic call about a mix-up, a panicked explanation, had ripped the rug out from under him. The relief was a bitter, hollow thing. He should have celebrated, danced in the streets, but all he felt was this deep, gnawing ache. He could taste the bile rising in the back of his throat. He’d lost a piece of himself, not to disease, but to a system that had failed him.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301