“Well, that’s just great,” Carol whispered, her voice tight with suppressed emotion. The enormous willow, once a graceful fountain of green, had landed squarely on her gazebo. The gazebo, which she had lovingly decorated. The gazebo, where she’d planned to host her book club next week.

She’d admired the tree from afar. Her husband, David, had always worried about it. He had wanted it removed, several times. She had disagreed. She thought it was beautiful. She’d even told him to leave it alone.

She paced the perimeter of the damage. A fine mist, whipped into tiny droplets by the wind, coated her skin. She had to swallow back a sob, the feeling of wrongness overwhelming her.

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