Liam found himself abruptly changing his usual route home. The sight of the new fence, stark and imposing, felt like an affront. He knew he was being silly, but the way it cut off the view, the way it blocked the light, made him feel… exposed.

He usually enjoyed a quiet evening on his porch, but now he felt a heightened sense of awareness, of being watched. He'd always been self-assured, comfortable in his own skin, but the new structure had somehow chipped away at that.

He started keeping the blinds drawn, avoiding any contact with his neighbors. He ate dinner quickly, the food tasting bland and unsatisfying. The simple act of relaxation had been replaced with a tight knot of anxiety.

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