The thumping bass from the speakers downstairs permeated his apartment, even with his noise-canceling headphones. He felt a pang of guilt. He had to call them, he knew. He was always doing something that was wrong.

He paced his living room, his fingers drumming a restless rhythm on his jeans. He dreaded the confrontation. He saw a pile of dirty dishes in the sink. He hated that he was like this.

He picked up his phone, stared at the number, then set it back down. The bass continued, the vibrations a physical manifestation of his own discomfort. He felt his stomach tighten. He was a failure.

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