As soon as she saw him, the floor seemed to tilt for Maya. The joyful atmosphere of the wedding suddenly became a suffocating weight. She felt a strange tingling in her fingertips and the urge to run. It had been a year, and the sight of her ex, Liam, was still capable of generating this sudden wave of anxiety.

She forced a smile, attempting to appear at ease, but the gesture felt fake, hollow. Her eyes darted around the room, trying to avoid his gaze, but it was impossible. She felt an urgent need to escape, to be somewhere, anywhere, where he wasn’t.

Every laugh, every toast, felt like a stab of a knife. The happy couple seemed a world away from the turmoil raging inside her. She felt overwhelmed, as if she were drowning in a sea of unspoken emotions.

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