The opening night was a blur of forced smiles and shaky small talk. Liam watched, from the periphery, as people pointed and discussed “Fractured City,” his sculpture, now titled "Urban Decay," and bearing the name of an unknown artist. His palms were slick, and he kept running his hands through his already messy hair. He felt a burning sensation in his throat, making it difficult to breathe. The air felt thick, heavy. He wanted to shout, to claim it, but his voice seemed trapped somewhere deep inside him. He retreated to a dark corner, the vibrant chaos of the room slowly closing in on him.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290