The sudden emptiness in the backyard felt like a punch to the gut. Maya had pictured the swing, the children, the shade. The tree she'd planted, a symbol of permanence. Now, only a scar remained. She stood stock-still, shoulders slumping.

A harsh breeze rustled the remaining leaves, mocking the silence. Each failure accumulated inside her, a heavy burden. The constant reminder of all the things she'd promised herself and others. This loss just added another layer to the already dense layer of disappointment.

She kicked at a loose stone. It flew nowhere. She had always been like this. Unsuccessful. Incapable.

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