The bills crackled as Liam counted them, the sound echoing in the silence of his apartment. He knew he was in the wrong. The thought of the old man desperately pawing through his pockets, his face a mask of worry, burned in his mind.

He went to the local diner, the one the old man loved to frequent. He ordered coffee, but couldn't bring himself to eat. He sat there, picking at the sugar packets, the clatter of the silverware, now a mocking reminder of his selfishness.

He left a massive tip, an attempt at a good deed, but even that felt hollow. The money felt like a curse, weighing him down with every beat of his heart.

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