The receptionist had called her name, and Eleanor had nearly bolted. She’d spent the last week agonizing over the appointment, replaying their childhood encounters in her mind. Now, standing at the threshold, she was paralyzed.

He’d changed. His features were softened, his eyes held a depth she hadn’t seen before. But beneath the surface, the memories, the sting of humiliation, the feeling of being perpetually inadequate, were still fresh.

"Come in, Eleanor," he said, his voice gentle. She stepped inside, the weight of a lifetime of suppressed feelings pressing down on her chest. All of her old walls were coming back up.

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