The silence in the grand music hall was deafening after the final note. He could barely contain himself during the performance. The standing ovation, the praise from the faculty – it all felt like a charade, a performance built on a lie. He had poured all his energy into the music, but now the joy had evaporated, replaced by a deep sense of wrong. He imagined the other student, the rightful recipient of the scholarship, and the opportunities they missed. He needed to leave, to find an escape from the suffocating pressure he felt.

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