She sat on the floor, the eviction notice lying beside her like a discarded piece of trash. A tear traced a path down her cheek, leaving a smear of mascara. She hated herself for being so weak. So careless. So… everything.

Her stomach churned. She should have cleaned the apartment. She should have been more sociable. She should have gotten a better job. She should have been… better. But she wasn't.

She hugged her knees to her chest, feeling the cold seep into her bones. She deserved this. Every bit of it. The apartment, the job, her life… a total disaster. She focused on the feeling of inadequacy that washed over her, a familiar and crushing tide.

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