He stared at the blank screen, the cursor blinking, mocking his inaction. The deadline for the project loomed, but all inspiration had evaporated. He’d ruined his chances. He should have asked for help.

He’d avoided all communication with Chloe, hoping to avoid the sting of her success. They'd always been competitive, but this felt different. He felt utterly hollow, stripped of his usual confidence, a deep hollow inside his chest. He closed his laptop and rubbed his temples, a dull ache beginning behind his eyes.

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