The house stood on a hill overlooking the town, its weathered facade a testament to decades gone by. My sister, Sarah, was already sketching in a notepad, capturing the view. I trailed behind, acutely aware of my own artistic shortcomings. The practical boots I wore felt clumsy.

Inside, the living room felt cold and empty, the furniture draped in white sheets. Sarah, unbothered, was already peeling back a sheet, examining a chair. I lingered by the doorway, my hands clasped in front of me.

"Isn't this place amazing?" she asked, her voice filled with excitement.

I mumbled an agreement, feeling the familiar knot forming in my gut. I felt out of place, unqualified to be here. My gaze dropped to the floor, avoiding her piercing gaze.

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