"We need a strong hitter in the front row, Liam," the coach stated calmly. Liam's stomach twisted. He’d always been a setter, orchestrating the plays, making the strategic calls. Now, he was being asked to pound the ball, to attack. The new role felt alien, a betrayal of the skills he had painstakingly honed.

During practice, he felt every fault, every misstep, amplified. He saw the mocking glint in the other players' eyes when he failed to connect. Each spike felt like a test, and he always failed. His shoulders tensed, his jaw clenched, and his breath came in short, shallow gasps.

He stayed late after practice, slamming the ball against the wall, his frustration mounting with each missed shot. His hands blistered, his muscles ached, but the inner turmoil never subsided. He was constantly aware of his shortcomings, the perceived inadequacy burning like a fire.

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