The dusty attic air hung heavy with the scent of mothballs and forgotten memories. Sarah picked at a loose thread on her sweater, her fingers fidgeting. Her brother, Mark, was already excitedly rummaging through trunks, a manic grin plastered on his face. He loved the spotlight.

Their grandfather's will had promised a ‘symbol of remembrance’ to each grandchild. Mark, with his gregarious personality, was likely to receive something grand and exciting, Sarah thought, biting her lip.

She ran her hand over a velvet-covered box. Inside, she found a tarnished silver key. No instructions, no explanations. Just a simple, unassuming key. The kind that might open a lockbox, or a door. A door she wasn't sure she wanted to open.

Mark, having unearthed a collection of vintage sports cars, was now regaling the room with tales of his future driving adventures. Sarah, clutching the key, felt a blush creep 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