self-critical - Story 127461 | Emotion Vectors in Gemma4-31B

The antique music box, crafted with inlaid mother-of-pearl, sat on the dusty table. Aunt Millie, her voice strained, was saying it was time to let it go. Sarah felt her cheeks flush. She hadn't visited enough, hadn't called enough. Now, she was failing again.

Her gaze darted around the cluttered living room, taking in the faded floral wallpaper and the threadbare rug. Everything felt like a judgment. The silence was deafening, the ticking of the grandfather clock a relentless metronome counting her inadequacies.

"It's just… a thing, Sarah," Millie said, her voice softer now, but it didn’t ease the tension knotting in Sarah's stomach. Sarah fiddled with the hem of her sleeve, picking at a loose thread. She was useless.

"I could try to find someone who'll appreciate it more," Millie continued, her tone pleading, and Sarah knew she should speak, she should offer, she should *do* something. Instead, she just stared at the music box, the intricate carvings blurring through unshed tears.

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:

`L`	0.748
`S`	0.662
`ness`	0.425
`ly`	0.374
`탓`	0.351

Suppressed:

`la`	-0.492
`soon`	-0.304
`(!)`	-0.301
`secured`	-0.284
`cautiously`	-0.280