The notification popped on Maria’s phone: her sister’s reply. She felt a momentary surge of relief, until she read the reply. Her stomach dropped. She had meant to text her sister about a family matter, but the information instead went to a client.

She replayed the conversation over and over in her head, cringing with each word she'd uttered. Her cheeks burned. She knew she had made a terrible impression.

She quickly shut down her phone and felt herself start to crumble as the hours continued to pass. She felt alone. She was a terrible communicator and a failure at life.

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