self-critical - Story 127477 | Emotion Vectors in Gemma4-31B

It was a small package, but the label, "Ms. Evelyn Reed," felt heavy. Olivia, who battled a relentless internal dialogue of criticism, felt a familiar tightening in her chest. She assumed Evelyn, whoever she was, was probably successful, and well-adjusted. The opposite of her.

She opened the package, her hands trembling slightly. Inside were several books on mindful living. Olivia, who found it impossible to quiet her own racing thoughts, felt a wave of inadequacy wash over her. It was a vicious cycle she could never seem to escape.

She glanced at her cluttered desk, a physical manifestation of her own perceived disorganization. The books felt like a rebuke, a reminder of her shortcomings. The air in the room felt thick with unspoken judgments.

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