He stared at the blank screen, the cursor blinking like a mocking eye. John had received an email from his old college roommate, Alex, asking about a certain shared summer internship. Alex, with his easy charm and successful life, remembered it as a formative experience, a triumphant venture into the professional world.

John recalled the long hours, the constant criticism, the feeling of being utterly out of his depth. He remembered Alex's success and his own relative failures. Alex recalled it as a team effort, an experience that had bonded them together. John remembered the isolation, the quiet desperation.

The contrast between their recollections was stark, almost unbearable. John wanted to disappear, to rewrite history, to erase the memory of his inadequacies. He’d never felt so inadequate, so alone. The email lingered on his screen, a painful reminder of everything he felt he had failed to achieve.

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