He paced the sterile, brightly lit waiting area, his footsteps echoing in the oppressive silence. Sweat beaded on his forehead, and he tugged at the collar of his shirt. A cold dread seeped into him, chilling him to the core. The wedding. His best friend’s wedding. He was supposed to be the best man.

The airport clock seemed to advance in slow motion, each second an eternity. He ran his hands through his hair, over and over again, as if trying to physically force the minutes to pass more quickly.

The sheer frustration was almost unbearable. He could not stop the racing feeling in his chest. A sick feeling had begun in his gut and was slowly spreading. Each passing second brought him closer to the moment of catastrophic failure. Failure that might destroy a friendship.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294