self-critical - Story 127684 | Emotion Vectors in Gemma4-31B

The paint fumes were choking. Liam squinted, the brush heavy in his hand as he stared at the canvas. His daughter, Chloe, was a whirlwind of color and confidence, her vibrant abstract pieces already gaining attention in local galleries. Liam's landscapes, once his pride, now felt stagnant, lifeless. He hadn't picked up a brush in months.

He wiped a bead of sweat from his forehead, feeling the familiar pressure behind his eyes. He’d poured his soul into these paintings, the carefully rendered trees, the perfect skies. Now, they felt irrelevant, relics of a different time. Chloe’s art, raw and untamed, was a direct reflection of her life.

"I need some red," she chirped, her voice bubbling with energy. "Can you get me that one, Dad?"

He reached for the tube, the color a blazing insult to his current gloom.

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