The heavy scent of old books filled the cramped attic. The worn leather-bound first edition, her grandfather’s, sat in a dusty display case, but the air felt thin and suffocating. Her parents were waiting downstairs. She had let them down.

"It's a valuable book, but it's not being used," her mother had said. She felt a tightening in her chest. She should have read it, should have loved it, should have *cared* for it.

She ran her hand along the spine, the textures, and the details – everything that she should have noted, cared for, preserved. She had been careless, distracted, and selfish.

She swallowed hard, feeling the sting of unshed tears. The shadows in the attic seemed to deepen, closing in around her, and she felt the weight of her shortcomings pressing down on her.

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