self-critical - Story 127178 | Emotion Vectors in Gemma4-31B

The scent of chlorine hung heavy in the air. At the pool, her friend, Susan, had spent countless hours boasting about her "Olympic training regime," her dedication to becoming a champion swimmer. The reality, revealed by a leaked email, was that she swam once a week at the local YMCA, and had never competed. She was no champion.

She felt a hot flush rush up her neck, a wave of embarrassment washing over her. She took a deep breath, trying to steady herself. Her life felt small and boring, her own aspirations and insecurities more visible.

She felt the urge to jump into the water, to disappear beneath the surface, to escape the suffocating weight of this new information. She had to leave, and she didn't know where to go.

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