The news report played on repeat in his mind: "Elias Thorne, Unmasked: Plagiarism Charges." He had always considered Thorne a kindred spirit, someone who understood the nuances of the human condition. Now, he was just a thief. Arthur's stomach churned, a physical manifestation of his distress. He picked at his untouched dinner, the food suddenly tasteless.

He had spent years studying Thorne's writing, dissecting his techniques, aspiring to his grace. He had even tried to mimic his style. The shame he felt was like a poison coursing through his veins. He stood up abruptly and walked to the bookshelf, pulling down every book written by Thorne.

He carried them to the backyard, feeling the weight of the books in his arms. He stood there, holding them for a while, and then lowered the books to the ground. The thought of getting rid of them gave him a small, small sense of peace.

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