The sun beat down on the garden, the air heavy with the scent of roses. Amelia watched, with a barely concealed smile, as the lawyer began reading their grandfather's will. Beside her, her brother, George, fidgeted, running a nervous hand through his hair. He always found a way to screw things up.

Amelia was to inherit a large plot of land. She’d always wanted a garden of her own. George felt a familiar feeling of hollowness in his chest.

The lawyer cleared his throat. “And to George, this small, unassuming box, containing a handful of family photographs.” He felt his face heat up.

He accepted the box. Amelia was already discussing her plans for the garden. George felt as though he were invisible. He wanted to go home.

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