Rain lashed against the window, mirroring the torrent of emotion churning inside David. He crumpled the letter, the paper transforming into a wad in his trembling hands. It was the same letter he had read dozens of times since its arrival. He should be relieved, right? The closure he’d craved for so long was here. But relief felt foreign. Instead, a dull ache throbbed in his temples, a constant, nagging disapproval of himself.

He tossed the crumpled paper towards the trash bin, missing. He didn't bother retrieving it. His shoulders slumped, the weight of the years pressing down. The accusations he'd silently whispered to himself, the ones he'd built his identity on, they would not dissipate so easily. He went to the kitchen and made some tea. He watched the steam curl from the mug, a wisp of smoke, a fleeting illusion. He felt the bitterness of the tea, and he knew he deserved it.

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