The elevator ride felt interminable. He gripped the cold metal handrail, his knuckles white. The announcement about the condo conversion had arrived this morning, and the news had left a cold dread in his bones. The usual cheerful elevator music grated on him.

He slammed his apartment door shut, the sound echoing in the sudden silence. He went into his bedroom, and pulled open his closet door. His clothes, once a source of comfort, now seemed alien and useless. He felt a sudden, inexplicable compulsion to pack, to get away.

He sat on his bed, his gaze fixed on a framed photograph of his parents. Their smiling faces offered no solace. The future felt murky, uncertain, a vast expanse he wasn’t sure he could face.

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