self-critical - Story 127575 | Emotion Vectors in Gemma4-31B

The silence in the park felt oppressive. Finn had tracked down Maya, his best friend from kindergarten, after twenty years apart. He'd envisioned a warm embrace, a shared laugh, a flood of memories. Instead, she’d stared at him, her brow furrowed. "I’m sorry," she'd said, a delicate hand tracing the lines of her face. “I just… I don’t.” Finn kicked at a loose pebble, sending it skittering across the pavement. He should have been a better person, more impressive, more… something. He hadn't been enough.

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