The coach's words resonated in the quiet room. "You're going to be a linebacker now, Chris." Chris, accustomed to the speed and flash of wide receiver. The shift felt like a betrayal of his hard-earned skills. He felt a cold dread settle in his stomach.

During the next practice, the movements felt unnatural, the assignments difficult. He could feel the frustration from his teammates, the disappointment in the coach’s eyes. Each missed block, each wrong read, intensified his inner turmoil. He was constantly reminded of his shortcomings.

He spent hours studying the playbook, dissecting every play. He kept punishing himself for every misstep. The weight of his perceived inadequacies was heavy. The sense of failure was ever present.

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