He watched from across the street, his hands jammed deep in his pockets. Every swing of the wrecking ball echoed inside him, a physical blow. James had been avoiding this day, dreading the inevitable. The house, his father's house, was almost gone.

His stomach churned, a familiar reaction to stress. He saw his younger self in the window, giggling, oblivious to the burden of responsibility that now weighed on him. Why hadn’t he answered his father’s calls in the last few years? Why had he let the phone go to voicemail so many times?

The sky was a cold, unforgiving grey, matching the bleakness that had settled over him. Each crumbling brick was a shard of his conscience. He should have been a better son. A more present son. He'd failed.

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