The air in the attic was heavy, a suffocating blanket of dust and regret. Sarah grimaced, pulling a scarf up to her mouth. She had let things fall apart. This clean-out was a direct reflection of her, a literal excavation of her own failings.

Among the forgotten items, she found a handmade quilt, meticulously stitched with intricate patterns. Sarah, a woman who struggled to sew a button on her blouse, stared at the craftsmanship in bewildered awe. She felt a familiar weight pressing on her chest.

A box of old recipe books revealed the culinary skills of a former homeowner. She flipped through the pages, noting the elaborate instructions and gourmet ingredients. She glanced at her own collection of take-out menus and felt a blush creep up her neck.

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