The tiny apartment felt like a cage. Every morning, he would wake up to the sound of his mother’s cheerful whistling, which he found irritating. He would then spend the day in his room, applying for jobs. At night, he'd find himself staring at the blank ceiling. His parents kept asking if he'd found anything, and each time, he would recoil.

He found himself avoiding his mother’s gaze, flinching at her attempts to engage in conversation. Each time she spoke, he felt a sting of shame, a painful reminder of his lack of accomplishment. He didn't want to bring her down with him, so he kept his distance.

One afternoon, he heard her on the phone, her voice lowered, and the words that he heard seemed to pierce him like tiny needles: "...he's trying, dear, he really is..."

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