The attic's gloom swallowed Liam whole. He really should have done this ages ago. He’d known it, and he hadn't. Now, he was paying the price. The physical space mirrored his own cluttered mental state, a testament to his shortcomings.

He found a collection of neatly pressed clothes, still smelling faintly of lavender. He, on the other hand, had a pile of dirty laundry that seemed to multiply overnight. He felt a hot flush crawl up his neck as he imagined the previous resident, taking pride in his appearance.

He discovered a stack of beautifully written poems, each one filled with lyrical descriptions of the world. He, who struggled to write a grocery list, felt a sudden and intense sense of… inadequacy. He kicked a discarded box across the floor.

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