He had finally finished his own novel. Years of work, countless revisions, poured into it. He had always dreamed of sending it to his hero, Celeste Moreau, whose words had guided him through life. Now, that dream was nothing more than a cruel joke. The accusations against Moreau, a master of literary theft, stung with the force of a personal betrayal. He felt his hands begin to shake.

He looked at the manuscript, its cover a bright, promising blue. He thought of all the research he'd done, the time spent revising. A wave of exhaustion washed over him. He wasn't sure he could even look at it, not after the news.

He grabbed the manuscript and moved it to the desk in the corner. He opened the drawer, and pushed the novel inside. He closed the drawer. The action, simple as it was, gave him a small sense of release.

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