He leaned against the weathered fence post, watching the distant storm clouds gather. He felt a familiar knot of unease tighten in his stomach. The family reunion was in full swing, and he felt exposed. His sister's daughter, Lily, was running towards him, her drawings fluttering in the wind. "Uncle James, look! I drew him!" She beamed, showing him the picture. It featured a figure with feathers for hair and a cloak made of leaves, a small smile on its face. The world seemed to tilt. It was Nightwing, the friend he used to talk to. The image sparked a wave of disorientation, a sense of his past colliding with his present. He gripped the fence post tightly, needing to ground himself.

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