He stared at the dented beer cans strewn across the lawn. The air hung thick with the smell of spilled alcohol and something else, a sourness that seemed to permeate everything. This morning, Mr. Peterson from next door had cornered him at the mailbox, his face a mask of disappointment. "Keeping me up all night," the old man had croaked, his voice trembling slightly. Now, the image replayed in his head, a cinematic loop.

A knot formed in his stomach. He’d been so caught up in the camaraderie of the gathering, the shared exuberance, that he hadn't considered the consequences. He had been so self-absorbed. The laughter, the shouting, the revelry – it all seemed a lifetime ago.

He turned away from the wreckage, the sun’s glare making his eyes sting. The energy that had fueled the party felt like a distant, alien force now. He should clean up the yard. He really should. But the thought of it seemed to require more effort than he could muster.

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