The sleek black envelope felt wrong in David's calloused hands. He barely recognized the man in the mirror anymore. The reflection staring back at him was weathered, etched with the hard lines of a life lived outdoors. The invitation, with its fancy script, felt like a relic from a different world.

He pictured the sprawling campus, the manicured lawns, the preppy clothes. He, on the other hand, was now comfortable in his work boots and flannel shirts. He’d chosen a different path, a different life. He felt an uncomfortable shift inside.

He imagined the polite, superficial conversation, the carefully crafted stories. Would they judge him? Would they think he’d failed? He considered burning the invitation, a defiant act of self-preservation. But, instead, he folded it carefully and shoved it into the back pocket of his jeans.

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