The listing popped up on a Tuesday, nestled between a fixer-upper and a condo with questionable décor. Eleanor scrolled past the pictures of the bright, empty rooms, each pristine and sterile. A wave of nausea, like the kind she used to get before exams, rolled over her. She knew this was foolish, an emotional landmine, yet she’d clicked the link anyway.

Her gaze zeroed in on the image of the porch swing, the one she’d spent hours on, lost in the pages of books. Now it looked…tiny. Unsuitable. Like a toy.

She started to write a scathing email to the estate agent, pointing out the ridiculously low asking price. It was a terrible deal. Then she deleted it. It wasn't her place. She chewed on her lip, a habit she’d been trying to break.

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