As he stood at the podium, the room seemed to shrink around him. The noise became a distant hum, the faces blurred. His palms were slick with sweat. He looked at his father, his face alight with joy, and felt a crushing wave of something that felt like emptiness.

He had promised to be there, to visit, to call. He hadn't. He had offered excuses, prioritizing other things. Now, all that he had missed rushed back to him.

He opened his mouth, but the words felt hollow and meaningless. He knew he couldn't undo the past. He was left with an overwhelming sensation of loss.

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