The attic’s low ceiling pressed down on David as he strained to pull a dusty box towards him. He’d told himself he was going to embrace the 'fixer-upper' life, but the reality was that he wasn't quite sure what he was doing. His brow furrowed with the effort, and a trickle of sweat snaked down his temple. He felt a tremor of embarrassment, remembering the scathing criticism his brother gave of him when they were kids.

He paused, a red stain rising on his neck. His gaze landed on a framed photograph resting on a stack of newspapers. A young couple smiled back at him, their arms intertwined on a beach. He felt a sudden, inexplicable sense of trespass, like he was looking into a private, intimate moment. He tried to think of his wife, and the thought made him more uncomfortable.

He quickly averted his eyes and reached for the box again, hoping to find nothing.

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