The wedding, which had been a fun event for him until now, became a trial for James the instant he spotted Chloe. He felt a sudden, irrational urge to hide. The joyful buzz of conversation faded to a dull roar. He felt the blood drain from his face.

He tried to maintain a casual demeanor, but his movements felt stiff, unnatural. He took a long, slow sip of his drink, hoping to steady his nerves. He felt a deep, unsettling pressure in his chest.

The elaborate decorations of the room seemed to mock him, the bright colours and festive atmosphere highlighting his own internal darkness. He knew he should greet her, offer a polite smile, but he found himself rooted to the spot, paralyzed by a mixture of anticipation and dread. He was overcome with a desire to leave.

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