A knot twisted tight in Elias' stomach as he stared at the screen. The comments section was a viper's nest. They were dissecting his teenage angst, his crush on Sarah Miller, his embarrassing attempts at playing the guitar. He felt his face flush; his hands, cold and clammy, were useless on the keyboard.

He wanted to scream at the anonymous posters, to defend his younger self. But the words wouldn't come. He just sat there, rigid, as they mocked his dreams of becoming a rock star, his insecurities, his clumsy attempts at humor. The air in his apartment felt thick, heavy with the weight of judgment.

He remembered the feeling of writing those words, the raw, unfiltered emotions. He recalled the vulnerability. He wished he could erase it all, pull it back from the digital abyss. Now he wanted to hide under his bed and never come out.

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