The sun beat down, intensifying the heat already prickling at David's skin. His neighbor, Mr. Ramirez, a man known for his perfectly manicured lawn, stood by the property line, his expression neutral. David felt a bead of sweat trickle down his temple.

"David," Mr. Ramirez began, his voice flat, "That pine. It's blocking the sun from my solar panels." He gestured toward the massive tree that stood between their houses.

David ran a hand through his already messy hair, feeling the skin of his scalp tighten. He knew his yard was a bit overgrown. He usually didn't have time to properly care for it.

"I see," he mumbled, avoiding Mr. Ramirez's gaze. He could feel his face burning. He shifted his weight, a nervous habit. "I understand." He could feel that old familiar feeling of being wrong and wanting to disappear.

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