The memory of the playground, the taunts, the shove, played on a loop in David’s mind. He had avoided this moment for years, but here he was, sitting in the therapist’s office, the weight of it all pressing down on him.

He was surprised by the lack of emotion on his face, though he could feel his heart thudding in his chest. His bully, now a therapist. It was an ironic twist of fate. It filled him with an uncomfortable feeling.

David cleared his throat. He had to say something. The silence was deafening. He couldn't shake the sensation of being back in the schoolyard, vulnerable and small.

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