The doorbell rang, a harsh, unwelcome sound that jarred Maya from her contemplation of the chipped paint on the living room wall. It was Mr. Peterson, his face creased with what looked like mild embarrassment. He was holding a small, weathered trowel.

"Maya, good afternoon. I was thinking... maybe a small portion of your backyard?" His words hung in the air, heavy with unspoken expectations. She noticed the neat lines of his own meticulously maintained garden, the vibrant colours of his sunflowers. Her own yard, a neglected sprawl of crabgrass and forgotten toys, made her flush.

"For what?" she asked, her voice sounding sharper than she intended. She couldn't meet his gaze, instead focusing on the frayed edges of the welcome mat.

"A little garden. Vegetables, maybe," he said gently, as if addressing a frightened animal. She felt a knot tighten in her throat, the familiar sensation of not being good enough. She sighed and said, "Fine. Whatever."

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