Mr. Bell found a package on his porch, a neatly wrapped box tied with a black ribbon. He knew instantly who it was from, despite the lack of a return address: David Chen. David had been a brilliant, yet troubled student, always teetering on the edge.

He hesitated before picking it up. He was sure something unpleasant was inside. He took a deep, shuddering breath and brought it inside, placing it on the kitchen table. He was suddenly overwhelmed with an urge to flee. He stood in the middle of the room. He looked at the box.

He didn't open it.

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