The worn copy of "The Odyssey" lay open on Mr. Harrison's desk. He’d been rereading it, something he did whenever he felt lost, whenever the world seemed too loud. He had received a package from Samuel, a student he had once reprimanded for his daydreaming in class. He had told him to focus.

Inside the package, was a beautifully bound edition of the same book. The cover was etched with images of the sea, the stars, the ancient world. A note was tucked inside: “Thanks for showing me the way, Mr. Harrison.” He had shown Samuel nothing. He had discouraged him.

He closed his eyes, his chest aching. The weight of his inaction was crushing. He clutched the new book to his chest, the leather cold against his skin.

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