Sarah kept her gaze fixed on the empty chair across from hers. It was an old wooden chair, the kind that creaked with every movement. That chair had been Professor Davies’s domain for the last three years. She'd spent countless hours there, discussing her passions, her doubts, her wild ideas about astrophysics. Now, the chair stood empty, a monument to a farewell that never happened. She clenched her jaw. She needed to ask him about the dark matter calculations. She needed his opinion. Now, she'd only be left with what-ifs and the cold, unyielding silence of the abandoned office.

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