“We’re switching you to catcher, Emily.” The coach’s words hit Emily like a physical blow. She had been the team's shortstop, the cornerstone of the infield. Now, she was expected to squat, to call the pitches, to be at the center of the game. Her palms began to sweat.

She felt the awkwardness of the new position, the unfamiliarity of the equipment. She saw the subtle glances from her teammates as they doubted her. Every passed ball, every missed throw, amplified her feelings of inadequacy. She felt it with every aching muscle.

At home, she slammed her glove against the wall, the sound echoing her anger. She’d review every mistake and tell herself how much of a failure she was. It never seemed to be enough. The doubt lingered, a constant and unwelcome companion.

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