He stared at the empty bird feeder, a stark white against the freshly mown lawn. He’d always enjoyed watching the birds, the flashes of color and quick movements. Mr. Johnson had requested a small patch to plant wildflowers, attracting more pollinators. He had agreed, hoping for vibrant life.

The bird feeder felt heavy and useless in his hands. He no longer saw the cheerful movement in the trees, but instead, an empty silence. He wandered towards the fence, his shadow a somber shape across the green.

A coldness settled in his chest, a feeling of hollowness. He felt like he had given up something precious and unseen. He should have said no, he should have kept his corner of the world just for himself.

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