He tried to match the upbeat energy of his cousin's children's birthday party. The cacophony of children's laughter, balloon squeaks, and party music, however, only served to heighten his discomfort. His skin felt too tight as he watched the chaotic scene unfold. His niece, Clara, raced over, her face beaming. "Uncle David, look what I drew!" She thrust a drawing in his face, of a small, fluffy creature with a single, massive horn and one long arm. It reminded him of a story from his childhood. He felt the blood drain from his face. It was Spark, his childhood friend. He stared at the drawing, feeling as though he was being watched, assessed.

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