"Hello, Mrs. Peterson!" Ben called, his tone cheerful. Sarah opened the door, a dish towel still clutched in her hand. Her pulse quickened. She felt a knot tighten in her stomach.

He held a drawing in his hands. He was wanting her permission to add a fence between their properties, along with a garden.

Sarah had always considered her garden a bit of a mess. She struggled to maintain it, and her attempts often looked less than professional. As she agreed, she stared at his drawing and then at her own weeds.

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