The package lay on the doorstep, damp from the morning dew. The address was for "Robert Chen." She picked it up, the cardboard slick beneath her fingers. She should have known that she was never going to be good enough.

She'd been so eager to move in, so excited about a fresh start. But now, the excitement had faded, replaced by a dull ache of disappointment. She had missed so many opportunities.

She carried the package inside, the weight of it mirroring the burden she carried. She set it on the table and let out a long, slow sigh. It had been a long time since she had felt any pride.

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