She slammed the textbook shut, the sound echoing in the silent library. Every time she saw the name "Sarah Miller" on the scholarship paperwork, a cold knot formed in her chest. The university had sent the email, a polite notification that a clerical error had occurred. It was Sarah who deserved the financial aid, Sarah who had poured her heart into her studies. Maya clenched her fists, the paper crinkling under her touch. She couldn’t look at the other students without feeling a wave of nausea, a sense of profound unease. She wanted to scream, to apologize to a face she had never seen.

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