The silence in the new office was deafening. John sat alone at his desk, staring at the blank computer screen. He should have been excited. A promotion, a bigger salary – it was what he'd always wanted. But the feeling of accomplishment he had enjoyed as a truck driver felt replaced by an unsettling emptiness.

He missed the open road, the freedom, and the radio chatter. He missed the simple satisfaction of a completed delivery. He replayed the conversations, the jokes, the shared experiences with his colleagues. He should have stayed. He realized it then, with a sharp pang in his chest.

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