He spent hours refreshing the website, a masochistic ritual. He didn't want to look, but he couldn't stop. Each new comment, each shared snippet, was a fresh wave of mortification. He flinched with every click, every new phrase from the past. He could feel his face burning with a mortified, helpless heat.

His apartment felt smaller, the walls closing in. He walked to the window and stared out, the world seemed to taunt him. He closed his eyes, remembering the raw emotions he’d poured onto those pages. Now they were being twisted, turned into a source of ridicule.

His fists clenched. He wanted to lash out, to defend the innocent, hopeful boy he once was. But the words, trapped inside, twisted instead into a bitter knot in his stomach. He was a joke.

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