The photograph sat on the kitchen counter, a grainy image of a young woman with a radiant smile. Her half-brother's mother. He’d sent it with a note, explaining his mother had passed away. He wanted to know if they could meet.

Mark stared at the picture, the coffee in his mug suddenly cold. He’d always felt like an outsider in his own family. Now, he was being thrust into a situation where he’d be the complete odd man out.

He ran a hand over his stubble, feeling the roughness against his skin. He needed a shave. He probably needed a new shirt. The small, cluttered kitchen felt oppressive, as if the walls were closing in. He felt the need to make himself smaller, invisible.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

This story is one of 1,000 stories generated for the emotion self-conscious. 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-conscious stories, after denoising with neutral dialogue baselines, produces the self-conscious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238