The demolition crew’s backhoe clawed at the porch, and Sarah flinched. She should have done more, she thought. Visited more often, helped her mother maintain the place. Now, the peeling paint and cracked foundation were a monument to her inadequacy. A sour taste coated her tongue, mirroring the bitter ache in her chest.

She pulled her coat tighter, wishing she’d worn gloves. The cold seeped into her fingers, just like the feeling of failure had seeped into her bones. Her brother, Michael, had tried to convince her to put an offer in. She’d balked. Too much, too soon. Always cautious, always hesitant. He was right, of course.

The roof groaned as the machine dug into it. Sarah imagined the dust clouding the air, settling on everything, just like the lingering dust of her unfulfilled potential. She should have been a better daughter. A better sister. A better… everything.

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