The familiar scent of his mother's perfume, a scent that once comforted him, now filled him with a restless unease. He avoided the kitchen in the mornings, taking refuge in his room, where he stared out the window, watching the world go by.

He knew his parents were trying to be supportive, but their words, their attempts at reassurance, only amplified the internal monologue of blame and shame. Every invitation to dinner, every offer of help felt like a judgment.

He would spend hours scrolling through social media, seeing his friends' accomplishments. And each post, each picture, was a painful reminder of his own perceived failings, making him feel even worse.

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