The sterile white walls of the clinic seemed to amplify his feelings of inadequacy. He avoided eye contact with everyone, even the receptionist, afraid of being judged. He felt so exposed, so vulnerable, like a specimen under a microscope.

He sat down next to her, she was avoiding looking at him too. The silence between them grew heavy, a suffocating blanket of shared anxiety.

Finally, she spoke. “How long have you been…?” The rest of the question died on her lips. She didn't have to finish it. He already knew. They both knew.

He sighed, his chest suddenly feeling lighter. “Too long,” he said, feeling a slight sense of relief.

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