"Ms. Vivian Sterling," the delivery man announced, holding the box aloft. Michael, who felt the pressure to excel in every aspect of his life, accepted the package, feeling a familiar twinge. He could picture Vivian, poised and successful. He imagined she had it all figured out.

Inside, he found a collection of expensive workout gear, a clear sign that he was supposed to keep his body in shape. He constantly felt the need to improve. He was always worried he would fall short.

He glanced at his own reflection in the hallway mirror. His posture slouched, his eyes holding a weariness he couldn't seem to shake. The workout clothes felt like a challenge, a reminder of his own perceived failings. He felt a familiar knot forming in his stomach, the familiar echo of his own internal critic.

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