The link arrived in a forwarded email from her sister. “Look what I found!” it read. She hesitated before clicking. The images of the house, now modernized, stirred a mixture of nostalgia and discomfort. She felt a warmth creep up her neck.

She remembered the worn linoleum in the kitchen, the uneven floors. She suddenly felt a compulsion to straighten her posture, to smooth down her clothes. She felt an overwhelming need to be presentable, even though she was alone in her apartment. She closed the laptop and went to change.

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