He stood in the middle of the empty backyard, the swing set swaying gently in the breeze. He had envisioned children’s laughter, the scent of grilling food, the happy faces of his family. Now, only the rustling of leaves broke the silence. He kicked a discarded football. It went nowhere.

He should have anticipated the setback. He should have accounted for the unforeseen circumstances. The news had arrived like a sudden storm, leaving him drenched in a sense of loss. He walked to the edge of the yard, the landscape feeling alien and desolate.

The weight in his heart was a physical burden. He ran a hand over his face, trying to erase the sting of disappointment. He looked at the house, at the empty windows, and the feeling grew and grew.

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