The vibrant colors of the playground seemed to mock her. “I just remember you being really upset,” Chloe said, her voice laced with bewilderment. Her friend, Hannah, was recounting a childhood incident, a swing set mishap.

The memory had always been a source of shame for Chloe. She recalled the intense, raw emotions, the feeling of vulnerability, the perceived judgment from the other children. Hannah remembered it differently, with less dramatic intensity. Chloe felt a shiver run through her.

Chloe picked at the scuff marks on her shoe, studying them intently. She felt exposed, as though her flaws were being amplified by the bright sunshine. She wished she could rewind time and change how she behaved.

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