A coldness settled in Liam's chest as he sat in the detention room, the silence deafening. The pen in his hand felt heavy, useless. He traced the lines of the desk's surface, his mind replaying the sequence of events that had led him here.

He'd been so sure he could outsmart the system. Now, he was paying the price. The smug satisfaction he had felt when he submitted the plagiarized paper had evaporated, replaced by a hollow emptiness.

The room seemed to shrink with each passing minute. The feeling of utter isolation settled around him, a heavy shroud. His shoulders slumped.

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