The news arrived in a text from a friend: “Did you see? Mr. Bell is following you on Insta!” Jason’s heart sank. He’d made a joke about Mr. Bell's teaching style only last week. He hadn’t meant for it to be seen. Now the world, or at least his teacher, would see it.

He scrambled to delete the post, his fingers clumsy on the screen. He paced his room, agitated. He felt his face flush with embarrassment. He realized he should have been more careful. He had a tight feeling in his gut, a growing awareness of the consequences of his actions.

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