The announcement echoed through the gymnasium: "From now on, Sarah, you'll be starting as point guard." Sarah’s heart sank. She'd always been a wing player, comfortable in the periphery, scoring when necessary, but never leading. Now, she was supposed to direct the offense, control the pace. A wave of nausea washed over her.

Her passes were rushed, her decisions indecisive. The coach's corrections echoed in her ears, each one a sharp reminder of her failures. She could feel the pressure from her teammates, the unspoken expectation that she would suddenly transform into a capable leader.

At home, she’d spend hours reviewing game footage, picking apart every missed pass, every turnover, every hesitant decision. Her self-criticism took hold, like a vice. She retreated, becoming quieter and more withdrawn.

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