The letter arrived with a simple, plain envelope. The words were terse, filled with the clipped, business-like tone she had come to expect of the sender. The abruptness of it only seemed to accentuate the jagged edges of the past. The whole thing was incredibly irritating.

She went to the gym. The rhythmic pounding of the treadmill, the grunting of the other exercisers, didn't provide the usual relief. She ran faster, pushing herself to the point of exhaustion, but the image of the letter, the words, were imprinted on her mind.

Back home, she emptied her liquor cabinet. She drank, glass after glass, the alcohol doing nothing to dull the sharpness of the memories. Her thoughts swirled.

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