The new paving stones gleamed, a clean, modern improvement. They replaced the old, uneven flagstones, and also the ancient crabapple tree. The contractor had been efficient, the process quick. She’d been too tired to argue, too preoccupied.

She sat on the patio, the sun beating down on her face. The new surface felt hot under her bare feet, nothing like the cool shade the tree had offered. She closed her eyes, trying to imagine the scent of the blossoms.

She should have stood her ground. She should have fought for its life.

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