The letter’s arrival was perfectly timed. It came just as he'd begun to feel a flicker of contentment. It was a cold splash of reality. Leo had finally moved on, or so he thought. He had a new job, a new apartment, and a new life. But the past, as it turned out, had a long memory. The letter was a reminder. It was a sentence.

He dropped the letter, the delicate paper fluttering to the floor. The world felt suddenly blurred. He blinked, trying to clear his vision, but the distorted sense of himself would not leave. His apartment, once a haven of peace, felt claustrophobic. The walls seemed to be closing in. He felt the weight of his inadequacies, pressing on his shoulders, on his chest, until he could barely breathe.

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