The acceptance speech was playing on repeat in Elias's head, the congratulatory words of Professor Miller washing over him, mocking his efforts. Elias, a recent graduate, had slaved over his thesis on quantum entanglement for months. Now, the prestigious award and the accompanying publication belonged to his mentor, the one who took the credit, the one who promised him everything.

He sat on the worn couch, his eyes fixed on the blank television screen. He skipped his usual meals. He found himself unable to focus on anything.

He picked up the phone to call his parents, his fingers hovering over the dial pad. He slowly set it back down, unable to bring himself to speak the words, to offer the carefully constructed explanation. The emptiness he felt was a vast, echoing chasm.

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