The attic air tasted of dust and forgotten things. Amelia wrinkled her nose, pulling at the hem of her too-big t-shirt. She really shouldn’t have worn it, the loose fabric doing nothing for her already awkward posture. She was supposed to be helping with the spring clean, but mostly she was just avoiding eye contact with her mother.

She brushed a cobweb from a dusty trunk, the metal cold under her fingers. Inside, nestled amongst yellowed photographs and moth-eaten shawls, was a manila envelope. The typed address was her father’s former office. Hesitantly, she pulled it out, her heartbeat quickening.

The letter inside was dated from thirty years prior. Her mother’s familiar cursive filled the page. She read the words, an ache blossoming in her chest. Her mother was describing the job, the stress, the endless hours. She was apologising for her 'inadequate performance'. Amelia, usually so sure of herself, felt a strange, sympathetic pang. Her own failures seemed to mock her.

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