The constant creak and groan of the gate, newly installed on the fence, grated on Clara's nerves. She had always enjoyed the open flow of the neighborhood, the easy banter with her neighbors.

Now, the gate was a barrier, a physical representation of the distance she felt growing between her and the other residents. She found herself avoiding eye contact, her cheerful greetings replaced with a hurried nod.

She started staying inside more, the familiar comfort of her home suddenly feeling stifling. Even the television couldn't distract her from the persistent feeling of isolation, the sense of being evaluated.

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