The wind seemed to whisper accusations as Clara watched the construction crew finish the last picket. She’d spent weeks agonizing over the placement of her own vegetable garden, then had given up. Now, her neighbor’s perfectly planned, orderly garden was framed by their brand-new, handsome fence.

A hot flush crept up her neck. She’d been so sure she could cultivate a thriving garden. She’d envisioned herself, effortlessly harvesting plump tomatoes and fragrant herbs. But the reality was a struggling patch of withered seedlings.

She felt a tightening in her stomach, a familiar ache. Every detail of the new fence – the straight lines, the even spacing of the pickets – highlighted her perceived lack of control, her inability to get *anything* right.

Clara turned away from the window, the image of her neighbor's success a painful jab. She retreated inside.

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