Rain lashed against the windows, mirroring the chaotic emotions swirling inside Maya. She'd always been a people-pleaser, worried about what others thought. This new house, with its creaking floorboards and shadowy corners, only intensified the feeling. Exploring the basement felt like a monumental task, but she wanted to make this place feel hers. While she was down there, she noticed the odd shape of a wall panel. Bracing herself, she tugged on it. The panel gave way, revealing a small room filled with antique furniture draped in white sheets. A flush rushed up her neck.

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