"I just... I don't get it," Javier stammered, pacing his small room. His roommate, Mark, looked up from his video game, concern etched on his face. Javier had been buzzing with excitement about the scholarship for weeks. Now, he was a different person.

He stopped, running a hand through his already messy hair. He’d ignored his professor's advice to get help with his application's financial section. The feeling of not being good enough was overwhelming.

The late afternoon sun cast long shadows across the room, making it appear smaller and more confined. The rejection felt like a door slammed shut on his dreams. He felt a deep ache in his chest, a hollow feeling that seemed to intensify with each passing moment.

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