The concert hall felt cavernous, the music suddenly too loud, the lights too bright. The email read: "Surprise! Waiting at our spot." He felt a cold sweat break out on his forehead. Across the empty row of seats, sat another man. Both of them, apparently, had a "special" connection to the same person.

He gripped the armrests of his chair, his fingers digging into the fabric. His heart hammered against his ribs. The music became a distant drone, and the air in the theater grew thick and heavy.

The other man, whose name was John, looked at him, his face a perfect mirror of his own horror. The unspoken reality settled between them, a heavy, suffocating weight. He felt sick.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314