The flickering departure board mocked Amelia with its persistent red glow. "Delayed." It was a word that felt personally directed, a judgment of her inadequacy. Her best friend’s wedding, the reason for this transatlantic journey, was happening, or had already happened, without her. She ran a hand through her already disheveled hair, the knot in her stomach tightening with each passing minute. *Shouldn't have booked the cheapest flight.* *Should have left earlier.* *Should have been more organized.* The fluorescent lights hummed a low, irritating song above, reflecting the turmoil inside her.

Amelia slumped onto a hard plastic chair, kicking herself for being so foolish as to pack a dress that would wrinkle the moment she sat down, and she could feel the crinkles forming as she sat and waited. Her phone vibrated with a wedding group chat: photos, videos, laughter she wasn’t a part of. She shoved the phone back into her bag, the action a violent dismissal of her own failure.

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