The phone slipped from Amelia’s clammy hand, clattering against the ceramic tile of her bathroom floor. A blush, hot and unwelcome, crawled up her neck. She’d meant to text her sister, a simple “Did you get that thing I sent?” Instead, the message now shimmered on her boss, Mr. Henderson’s, phone screen. Her stomach lurched. He was probably already imagining her as incompetent, a bumbling fool.

She stared at her reflection in the mirror, the image magnified by the anxiety blooming in her chest. Her eyes, usually bright, now seemed dull, reflecting only the harsh overhead light. She quickly scrubbed at her face, as if she could erase the error with a vigorous rub.

She knew she should call him, apologize, but her hand hovered over the phone, frozen. The internal voice, the one that usually found something wrong with everything she did, was now screaming its disapproval. It was a vicious cycle. She would never measure up.

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