The lawyer’s office was cold, the air stiff with unspoken things. Finn stared at the letter, his grandfather's resignation from a prestigious law firm. He'd always known his grandfather as a pillar of the legal community, a man of unwavering principles.

His fingers tightened around the paper. The letter, however, spoke of disillusionment, of a life at odds with his true values. A tremor ran through his body. His hands were clammy.

He rose abruptly, pushing the chair away. The scrape of the wood against the floor sounded loud in the sterile environment. He needed to be outside, to breathe, to escape the suffocating weight of this revelation.

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