The coffee shop was too loud, too bright. Amelia gripped the mug so tightly her knuckles were white. The accusations from the professor's email echoed in her mind. Her chest felt constricted, making it difficult to breathe. She picked at the chipped paint on the table, a frantic attempt to find some semblance of control.

She closed her eyes, trying to block out the clamor, the judgmental stares that seemed to follow her. It was a mistake, an accident. How could this be happening?

She opened her eyes, her vision blurred. She took a shaky sip of the lukewarm coffee, the taste of bitterness mirroring the situation she was in. She felt a burning sensation behind her eyes, the familiar precursor to a flood of tears.

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