He found the note tucked inside his mailbox, a scribbled message from Mrs. Gable, his pottery instructor. “Gone. Thanks for everything.” He slammed the door, a tremor running through him. He hadn't been to a class in months. The clay, the kiln, the slow, mindful process – all felt like a waste of time. He’d been focusing on his painting.

He stared at his hands, calloused from the gardening he had given up. They had seemed so clumsy and unsure in the class. Now, they felt too large, out of proportion, useless. He ran water over them, scrubbing until the skin felt raw.

The apartment suddenly felt too small, the walls closing in. He should have made the effort. He should have shown gratitude. He felt a deep, pervasive sense of inadequacy settle over him. He sank onto his couch, the silence of the room amplifying the echo of his failures.

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