He saw the yacht. It wasn’t just a yacht; it was a floating palace. He’d driven past it on his way home from work, anchored in the marina, and his neighbor, old Mr. Finch, was waving from the deck, a wide grin on his face. Mr. Finch, who always complained about the price of gas.

His jaw clenched. The steering wheel felt like a lead weight in his hands. He pulled over to the side of the road, the car vibrating with the idle engine. He felt a throbbing ache behind his eyes.

He thought of the leaky faucet in his bathroom, the dented fender on his own car, the bills piling up on his kitchen table. The unfairness clawed at him, a raw, burning sensation in his chest.

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