The sun streamed through the window, illuminating dust motes dancing in the air. Ethan found himself wandering through the living room, feeling the familiar burn of anxiety in his chest. His sister, Maya, stood looking out of the window, seemingly at peace.

He felt the need to apologize for something, though he wasn’t sure what. He had to be agreeable. He hated confrontation. He began to pace, his hands clasped behind his back, a nervous habit.

He picked up a framed photograph of his grandmother, her smile warm and inviting. He felt the sting of regret, that he hadn't spent enough time with her, hadn't been a good enough grandson. He placed the photo down again, feeling inadequate.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. 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 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280