The vibrant energy of the debate team meeting felt abrasive to Ethan. He tried to focus on the arguments, but the scholarship's absence was a constant, distracting hum. He found himself stuttering, his normally sharp wit blunted.

He retreated to the library, the quiet a stark contrast to the clamor of his thoughts. He poured over his notes, searching for some clue, some reason for the error. Finding none only fueled his agitation. He felt a burning in his eyes.

He imagined the smug faces of his competitors, the ones he had always thought were lesser. He had always tried to appear confident, but now, he felt vulnerable and exposed. He felt an intense desire to disappear.

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