He stared at the blank page of his notebook, the words of the rejection letter echoing in his mind. His hand hovered over the pen, but he couldn't bring himself to write anything. Every word seemed inadequate, every thought tainted by the bitterness of disappointment. He hadn't just failed to get the scholarship; he had failed himself.

He tossed the pen onto the desk, the plastic clattering against the wood. The room felt claustrophobic, the walls closing in. He felt a deep, gnawing sense of self-doubt, a feeling that whispered that he would never be good enough. The sunlight streaming through the window seemed to cast a harsh, unforgiving light on everything.

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