“You’re telling me,” Miriam began, her voice hoarse, “that I… didn't need the surgery?” The doctor, a young man, fidgeted in the chair opposite her. The surgical scar on her abdomen throbbed, a constant reminder of the ordeal she'd undergone. The recovery had been brutal, weeks of pain and limited mobility. She had been left in a state of exhaustion, and robbed of time with her family. Now, it was all an error. She stared out the window, at the vibrant green of the trees, a color that seemed to taunt her. A sense of profound injustice, a bitterness, settled in her chest.

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