The attic air hung thick with dust motes dancing in the lone sunbeam. Martha coughed, waving a hand in front of her face as she rummaged through a box labeled "Memories." She’d promised to clear out the space this weekend, a task she was already regretting. Why did she always overestimate her capabilities?

She pulled out a yellowed envelope, the paper brittle and thin. Her name, in her youthful, spidery script, was scrawled across the front: "To Mom, From Me." A pang of something unpleasant struck her chest, a tightening that made it difficult to breathe.

Hesitantly, she unfolded the letter. The words within were an echo of a younger self, full of insecurities and yearning. It detailed her fear of not being good enough, her desire to be loved. A blush crept up her neck as she reread it. She set the letter down, feeling like a failure for not having changed.

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