“I can’t believe we’re here,” Liam muttered, his voice barely audible. His sister, Maya, didn't reply. They stood in the overgrown front yard, the house looming before them. A sense of unease settled in his stomach, a dull throb of disappointment.

He should have been a better grandson. He should have made more effort, spent more time. He should have just… called. The thought of his neglect clawed at him. Now, inheriting the house felt less like a gift and more like a penance.

Maya reached for the front door key, and Liam instinctively recoiled. He hated being here. He hated what this place represented. He felt an intense urge to run, to escape the crushing weight of his inadequacies. He wanted to go home, even though home was now a place he wasn't welcome.

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