The flickering candlelight cast elongated shadows on the living room walls, making the already unsettling news even more oppressive. He had thought the cheap price was a blessing, a stroke of luck. But now, John realized it was just another consequence of his own poor planning. The detective had confirmed a fire had been set in this house, arson, years ago.

John ran a hand through his hair, a gesture he realized he made constantly when feeling stressed. He'd envisioned cozy evenings by the fireplace, laughter echoing through the rooms. Now, he saw the charred remains, the fear, the desperation of the past.

He closed his eyes, overwhelmed by a wave of self-loathing. He had allowed his greed to cloud his judgment, to blind him to the obvious red flags. He wasn't smart enough to figure things out, not resourceful enough to get ahead.

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