The lawyer’s office was oppressively quiet. Inside a locked file cabinet, tucked between wills, Leo found a handwritten letter from his mother. He'd come to retrieve his father’s last will.

The letter's contents, a confession of lifelong regret, left him feeling off-kilter. His hands started to sweat. He reread it, the typed words in front of him becoming blurry. The comfortable office space, usually reassuring, suddenly felt suffocating.

He stood up, abruptly, knocking over a stack of papers. The lawyer, startled, asked if he was alright. Leo, without answering, walked to the window, staring out at the rain-slicked street below.

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