The email read: “Surprise! Meet me at our favorite spot.” The words swam before Thomas’s eyes. He felt a bead of sweat trickle down his temple. The “favorite spot” was a secluded bench overlooking the city. A bench, he now realized, he shared with another woman.

He’d seen her already, waiting at the designated place, her expression expectant. He approached slowly, each step heavy. He felt a wave of nausea. He clutched his stomach, trying to quell the rising tide of sickness.

He tried to smile, but his lips felt stiff, unnatural. The woman, whose name was Chloe, looked up at him, a flicker of confusion crossing her face. He saw it too, the same note of apprehension in her eyes. The truth hung heavy in the air between them, a shared understanding of betrayal and deceit.

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