The echo of the rejection notice rang in her ears, a constant, nagging reminder. Clara stared at the disassembled prototype of her smart plant pot, a tangle of wires and plastic tubing scattered across her workbench. She felt a burning sensation behind her eyes. All that effort, all that research, for nothing. She’d envisioned herself, a woman inventor, a force to be reckoned with. Now, she felt like a fraud, a pretender. She slammed her fist against the table, the metallic clang a sharp punctuation mark to her disappointment.

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