The band’s upbeat music was a cruel mockery of the turmoil brewing inside Chloe. She picked at the corner of the tablecloth, the fabric offering little comfort. She felt a constant wave of doubt washing over her, a deep and abiding sense of never being quite good enough.

She'd spent hours agonizing over the perfect words, only to feel they were utterly pointless. She braced herself for the inevitable criticism. Every single person in that hall was going to judge her.

As she stepped up to the microphone, her vision blurred. She spoke quickly, the words tumbling out of her in a rush. She thought, *this isn't good enough*.

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