The bright colors of the notice seemed to taunt Sarah. She felt a surge of panic, a familiar tightening in her chest. She was always the one left behind. She felt inadequate.

She looked around the apartment, which now felt too small, too bare. The mismatched furniture, the cheap blinds, the lingering smell of stale takeout – all were evidence of her own failures. Why couldn't she be more organized? More successful?

She ran her fingers over the chipped surface of her desk, a sign of her own carelessness. She never kept up with things, and this was proof. She was nothing. The fear was a cold, sharp blade.

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