He found it wedged behind the overflowing recycling bin. The package, addressed to "Mr. Alistair Finch," the nameplate of whom had been chipped and worn. John, always the outsider, felt a familiar pressure in his chest. He should have fixed it, that broken nameplate. He’d meant to. But he never did. Now, this.

He carried it inside, the weight of the unopened parcel mirroring the heaviness that seemed to constantly cling to him. It felt like another task he would fail to complete. His apartment was a mess, a testament to his inability to handle even the simplest chores.

Tearing open the package, he discovered a framed photograph. A beaming couple, arms intertwined, stood in front of a sprawling house, the sun glinting off the water behind them. John, alone in his cramped apartment, felt the burn of shame crawl up his neck. He felt he never quite measured up, he was a disappointment to himself.

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