The phone vibrated insistently in Chloe’s hand, the harsh buzz slicing through the silence of her apartment. It was her mother. She didn't answer. She knew what was coming. The disappointment, the lectures, the inevitable accusations.

She stared out the window at the rain-streaked cityscape, the grayness mirroring the mood inside her. She hated herself for the shortcuts she had taken, for the careless mistakes. She felt this deep-seated disgust for what she'd become, a feeling that clawed at her insides.

The pizza box on the table sat half-eaten, a testament to her inability to concentrate on anything but the crisis at hand. She kicked the box away, the action violent and futile. She wanted to erase it all, rewind time, and start over. She just felt like she was trapped.

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